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Niculae Sebe
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- affiliation: University of Trento, Italy
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2020 – today
- 2025
[j192]Hao Tang, Bin Ren
, Nicu Sebe:
A pure MLP-Mixer-based GAN framework for guided image translation. Pattern Recognit. 157: 110894 (2025)- [j191]Wenhao Li, Mengyuan Liu, Hong Liu, Tianyu Guo, Ti Wang, Hao Tang, Nicu Sebe:
GraphMLP: A graph MLP-like architecture for 3D human pose estimation. Pattern Recognit. 158: 110925 (2025) - 2024
- [j190]Yu Liu, Jianghao Li, Yanyi Zhang, Qi Jia, Weimin Wang, Nan Pu, Nicu Sebe:
PMGNet: Disentanglement and entanglement benefit mutually for compositional zero-shot learning. Comput. Vis. Image Underst. 249: 104197 (2024) - [j189]Yuyang Zhao, Zhun Zhong, Na Zhao, Nicu Sebe, Gim Hee Lee:
Style-Hallucinated Dual Consistency Learning: A Unified Framework for Visual Domain Generalization. Int. J. Comput. Vis. 132(3): 837-853 (2024) - [j188]Guofeng Mei, Cristiano Saltori, Elisa Ricci, Nicu Sebe, Qiang Wu, Jian Zhang, Fabio Poiesi:
Unsupervised Point Cloud Representation Learning by Clustering and Neural Rendering. Int. J. Comput. Vis. 132(8): 3251-3269 (2024) - [j187]Elia Peruzzo, Enver Sangineto, Yahui Liu, Marco De Nadai, Wei Bi, Bruno Lepri, Nicu Sebe:
Spatial entropy as an inductive bias for vision transformers. Mach. Learn. 113(9): 6945-6975 (2024) - [j186]Hao Tang, Ling Shao, Nicu Sebe, Luc Van Gool:
Graph Transformer GANs With Graph Masked Modeling for Architectural Layout Generation. IEEE Trans. Pattern Anal. Mach. Intell. 46(6): 4298-4313 (2024) - [j185]Ye Zhu, Yu Wu, Nicu Sebe, Yan Yan:
Vision + X: A Survey on Multimodal Learning in the Light of Data. IEEE Trans. Pattern Anal. Mach. Intell. 46(12): 9102-9122 (2024) - [j184]Yongguo Ling, Zhun Zhong, Zhiming Luo, Shaozi Li, Nicu Sebe:
Bridge Gap in Pixel and Feature Level for Cross-Modality Person Re-Identification. IEEE Trans. Circuits Syst. Video Technol. 34(6): 5104-5117 (2024) - [j183]Ziheng Chen, Yue Song, Tianyang Xu, Zhiwu Huang, Xiaojun Wu, Nicu Sebe:
Adaptive Log-Euclidean Metrics for SPD Matrix Learning. IEEE Trans. Image Process. 33: 5194-5205 (2024) - [j182]Wengang Zhou, Jiajun Deng, Niculae Sebe, Qi Tian, Alan L. Yuille, Concetto Spampinato, Zakia Hammal:
Guest Editorial Introduction to the Issue on Pre-Trained Models for Multi-Modality Understanding. IEEE Trans. Multim. 26: 8291-8296 (2024) - [j181]Bin Ren, Hao Tang, Fanyang Meng, Runwei Ding, Philip Torr, Nicu Sebe:
Cloth Interactive Transformer for Virtual Try-On. ACM Trans. Multim. Comput. Commun. Appl. 20(4): 92:1-92:20 (2024) - [c342]Fengxiang Yang, Zhun Zhong, Zhiming Luo, Yifan He, Shaozi Li, Nicu Sebe:
Diversity-Authenticity Co-constrained Stylization for Federated Domain Generalization in Person Re-identification. AAAI 2024: 6477-6485 - [c341]Wenhao Li, Mengyuan Liu, Hong Liu, Pichao Wang, Jialun Cai, Nicu Sebe:
Hourglass Tokenizer for Efficient Transformer-Based 3D Human Pose Estimation. CVPR 2024: 604-613 - [c340]Vidit Goel, Elia Peruzzo, Yifan Jiang, Dejia Xu, Xingqian Xu, Nicu Sebe, Trevor Darrell, Zhangyang Wang, Humphrey Shi:
PAIR Diffusion: A Comprehensive Multimodal Object-Level Image Editor. CVPR 2024: 8609-8618 - [c339]Moreno D'Incà, Elia Peruzzo, Massimiliano Mancini, Dejia Xu, Vidit Goel, Xingqian Xu, Zhangyang Wang, Humphrey Shi, Nicu Sebe:
OpenBias: Open-Set Bias Detection in Text-to-Image Generative Models. CVPR 2024: 12225-12235 - [c338]Ziheng Chen, Yue Song, Gaowen Liu, Ramana Rao Kompella, Xiao-Jun Wu, Nicu Sebe:
Riemannian Multinomial Logistics Regression for SPD Neural Networks. CVPR 2024: 17086-17096 - [c337]Dong Zhao, Shuang Wang, Qi Zang, Licheng Jiao, Nicu Sebe, Zhun Zhong:
Stable Neighbor Denoising for Source-free Domain Adaptive Segmentation. CVPR 2024: 23416-23427 - [c336]Nan Pu, Wenjing Li, Xingyuan Ji, Yalan Qin, Nicu Sebe, Zhun Zhong:
Federated Generalized Category Discovery. CVPR 2024: 28741-28750 - [c335]Mengyi Zhao, Mengyuan Liu, Bin Ren, Shuling Dai, Nicu Sebe:
Denoising Diffusion Probabilistic Models for Action-Conditioned 3D Motion Generation. ICASSP 2024: 4225-4229 - [c334]Ziheng Chen, Yue Song, Yunmei Liu, Nicu Sebe:
A Lie Group Approach to Riemannian Batch Normalization. ICLR 2024 - [c333]Mingxuan Liu, Subhankar Roy, Wenjing Li, Zhun Zhong, Nicu Sebe, Elisa Ricci:
Democratizing Fine-grained Visual Recognition with Large Language Models. ICLR 2024 - [c332]Hong Liu, Zhun Zhong, Nicu Sebe, Shin'ichi Satoh:
Mitigating robust overfitting via self-residual-calibration regularization (Abstract Reprint). IJCAI 2024: 8482 - [c331]Yihao Liu, Feng Xue, Anlong Ming, Mingshuai Zhao, Huadong Ma, Nicu Sebe:
SM4Depth: Seamless Monocular Metric Depth Estimation across Multiple Cameras and Scenes by One Model. ACM Multimedia 2024: 3469-3478 - [c330]Wenqi Ren, Ruihao Xia, Meng Zheng, Ziyan Wu, Yang Tang, Nicu Sebe:
Cross-Class Domain Adaptive Semantic Segmentation with Visual Language Models. ACM Multimedia 2024: 5005-5014 - [c329]Qi Zang, Shuang Wang, Dong Zhao, Yang Hu, Dou Quan, Jinlong Li, Nicu Sebe, Zhun Zhong:
Generalized Source-Free Domain-adaptive Segmentation via Reliable Knowledge Propagation. ACM Multimedia 2024: 5967-5976 - [c328]Xuri Ge, Junchen Fu, Fuhai Chen, Shan An, Nicu Sebe, Joemon M. Jose:
Towards End-to-End Explainable Facial Action Unit Recognition via Vision-Language Joint Learning. ACM Multimedia 2024: 8189-8198 - [c327]Weijie Wang, Jichao Zhang, Chang Liu, Xia Li, Xingqian Xu, Humphrey Shi, Nicu Sebe, Bruno Lepri:
UVMap-ID: A Controllable and Personalized UV Map Generative Model. ACM Multimedia 2024: 10725-10734 - [c326]Moreno D'Incà, Christos Tzelepis, Ioannis Patras, Nicu Sebe:
Improving Fairness using Vision-Language Driven Image Augmentation. WACV 2024: 4683-4692 - [c325]Zipeng Xu, Songlong Xing, Enver Sangineto, Nicu Sebe:
SpectralCLIP: Preventing Artifacts in Text-Guided Style Transfer from a Spectral Perspective. WACV 2024: 5109-5118 - [i223]Elia Peruzzo, Vidit Goel, Dejia Xu, Xingqian Xu, Yifan Jiang, Zhangyang Wang, Humphrey Shi, Nicu Sebe:
VASE: Object-Centric Appearance and Shape Manipulation of Real Videos. CoRR abs/2401.02473 (2024) - [i222]Peng Zheng, Dehong Gao, Deng-Ping Fan, Li Liu, Jorma Laaksonen, Wanli Ouyang, Nicu Sebe:
Bilateral Reference for High-Resolution Dichotomous Image Segmentation. CoRR abs/2401.03407 (2024) - [i221]Hao Tang, Ling Shao, Nicu Sebe, Luc Van Gool:
Graph Transformer GANs with Graph Masked Modeling for Architectural Layout Generation. CoRR abs/2401.07721 (2024) - [i220]Mingxuan Liu, Subhankar Roy, Wenjing Li, Zhun Zhong, Nicu Sebe, Elisa Ricci:
Democratizing Fine-grained Visual Recognition with Large Language Models. CoRR abs/2401.13837 (2024) - [i219]Ti Wang, Mengyuan Liu, Hong Liu, Bin Ren, Yingxuan You, Wenhao Li, Nicu Sebe, Xia Li:
Uncertainty-Aware Testing-Time Optimization for 3D Human Pose Estimation. CoRR abs/2402.02339 (2024) - [i218]Bin Ren, Yawei Li, Jingyun Liang, Rakesh Ranjan, Mengyuan Liu, Rita Cucchiara, Luc Van Gool, Nicu Sebe:
Key-Graph Transformer for Image Restoration. CoRR abs/2402.02634 (2024) - [i217]Runze Guo, Feng Xue, Anlong Ming, Nicu Sebe:
An Efficient Learning-based Solver Comparable to Metaheuristics for the Capacitated Arc Routing Problem. CoRR abs/2403.07028 (2024) - [i216]Haiyang Zheng, Nan Pu, Wenjing Li, Nicu Sebe, Zhun Zhong:
Textual Knowledge Matters: Cross-Modality Co-Teaching for Generalized Visual Class Discovery. CoRR abs/2403.07369 (2024) - [i215]Ziheng Chen, Yue Song, Yunmei Liu, Nicu Sebe:
A Lie Group Approach to Riemannian Batch Normalization. CoRR abs/2403.11261 (2024) - [i214]Xavier Alameda-Pineda, Angus Addlesee, Daniel Hernández García, Chris Reinke, Soraya Arias, Federica Arrigoni, Alex Auternaud, Lauriane Blavette, Cigdem Beyan, Luis G. Camara, Ohad Cohen, Alessandro Conti, Sébastien Dacunha, Christian Dondrup, Yoav Ellinson, Francesco Ferro, Sharon Gannot, Florian Gras, Nancie Gunson, Radu Horaud, Moreno D'Incà, Imad Kimouche, Séverin Lemaignan, Oliver Lemon, Cyril Liotard, Luca Marchionni, Mordehay Moradi, Tomás Pajdla, Maribel Pino, Michal Polic, Matthieu Py, Ariel Rado, Bin Ren, Elisa Ricci, Anne-Sophie Rigaud, Paolo Rota, Marta Romeo, Nicu Sebe, Weronika Sieinska, Pinchas Tandeitnik, Francesco Tonini, Nicolas Turro, Timothée Wintz, Yanchao Yu:
Socially Pertinent Robots in Gerontological Healthcare. CoRR abs/2404.07560 (2024) - [i213]Moreno D'Incà, Elia Peruzzo, Massimiliano Mancini, Dejia Xu, Vidit Goel, Xingqian Xu, Zhangyang Wang, Humphrey Shi, Nicu Sebe:
OpenBias: Open-set Bias Detection in Text-to-Image Generative Models. CoRR abs/2404.07990 (2024) - [i212]Weijie Wang, Jichao Zhang, Chang Liu, Xia Li, Xingqian Xu, Humphrey Shi, Nicu Sebe, Bruno Lepri:
UVMap-ID: A Controllable and Personalized UV Map Generative Model. CoRR abs/2404.14568 (2024) - [i211]Jian Liu, Wei Sun, Hui Yang, Zhiwen Zeng, Chongpei Liu, Jin Zheng, Xingyu Liu, Hossein Rahmani, Nicu Sebe, Ajmal Mian:
Deep Learning-Based Object Pose Estimation: A Comprehensive Survey. CoRR abs/2405.07801 (2024) - [i210]Florinel-Alin Croitoru, Vlad Hondru, Radu Tudor Ionescu, Nicu Sebe, Mubarak Shah:
Curriculum Direct Preference Optimization for Diffusion and Consistency Models. CoRR abs/2405.13637 (2024) - [i209]Bin Ren, Yawei Li, Jingyun Liang, Rakesh Ranjan, Mengyuan Liu, Rita Cucchiara, Luc Van Gool, Ming-Hsuan Yang, Nicu Sebe:
Sharing Key Semantics in Transformer Makes Efficient Image Restoration. CoRR abs/2405.20008 (2024) - [i208]Dong Zhao, Shuang Wang, Qi Zang, Licheng Jiao, Nicu Sebe, Zhun Zhong:
Stable Neighbor Denoising for Source-free Domain Adaptive Segmentation. CoRR abs/2406.06813 (2024) - [i207]André Sacilotti, Samuel Felipe dos Santos, Nicu Sebe, Jurandy Almeida:
TransferAttn: Transferable-guided Attention Is All You Need for Video Domain Adaptation. CoRR abs/2407.01375 (2024) - [i206]Ziheng Chen, Yue Song, Xiao-Jun Wu, Nicu Sebe:
Product Geometries on Cholesky Manifolds with Applications to SPD Manifolds. CoRR abs/2407.02607 (2024) - [i205]Bin Ren, Guofeng Mei, Danda Pani Paudel, Weijie Wang, Yawei Li, Mengyuan Liu, Rita Cucchiara, Luc Van Gool, Nicu Sebe:
Bringing Masked Autoencoders Explicit Contrastive Properties for Point Cloud Self-Supervised Learning. CoRR abs/2407.05862 (2024) - [i204]Jinlong Li, Zequn Jie, Elisa Ricci, Lin Ma, Nicu Sebe:
Enhancing Robustness of Vision-Language Models through Orthogonality Learning and Cross-Regularization. CoRR abs/2407.08374 (2024) - [i203]Xiaoxu Xu, Yitian Yuan, Jinlong Li, Qiudan Zhang, Zequn Jie, Lin Ma, Hao Tang, Nicu Sebe, Xu Wang:
3D Weakly Supervised Semantic Segmentation with 2D Vision-Language Guidance. CoRR abs/2407.09826 (2024) - [i202]Ziheng Chen, Yue Song, Xiaojun Wu, Gaowen Liu, Nicu Sebe:
Understanding Matrix Function Normalizations in Covariance Pooling through the Lens of Riemannian Geometry. CoRR abs/2407.10484 (2024) - [i201]Bin Ren, Eduard Zamfir, Yawei Li, Zongwei Wu, Danda Pani Paudel, Radu Timofte, Nicu Sebe, Luc Van Gool:
Any Image Restoration with Efficient Automatic Degradation Adaptation. CoRR abs/2407.13372 (2024) - [i200]Tuomas Varanka, Huai-Qian Khor, Yante Li, Mengting Wei, Hanwei Kung, Nicu Sebe, Guoying Zhao:
Towards Localized Fine-Grained Control for Facial Expression Generation. CoRR abs/2407.20175 (2024) - [i199]Xuri Ge, Junchen Fu, Fuhai Chen, Shan An, Nicu Sebe, Joemon M. Jose:
Towards End-to-End Explainable Facial Action Unit Recognition via Vision-Language Joint Learning. CoRR abs/2408.00644 (2024) - [i198]Vlad Hondru, Florinel-Alin Croitoru, Shervin Minaee, Radu Tudor Ionescu, Nicu Sebe:
Masked Image Modeling: A Survey. CoRR abs/2408.06687 (2024) - [i197]Pingping Zhang, Jinlong Li, Meng Wang, Nicu Sebe, Sam Kwong, Shiqi Wang:
When Video Coding Meets Multimodal Large Language Models: A Unified Paradigm for Video Coding. CoRR abs/2408.08093 (2024) - [i196]Mingrui Ma, Weijie Wang, Jie Ning, Jianfeng He, Nicu Sebe, Bruno Lepri:
Large Language Models for Multimodal Deformable Image Registration. CoRR abs/2408.10703 (2024) - [i195]Qi Ma, Yue Li, Bin Ren, Nicu Sebe, Ender Konukoglu, Theo Gevers, Luc Van Gool, Danda Pani Paudel:
ShapeSplat: A Large-scale Dataset of Gaussian Splats and Their Self-Supervised Pretraining. CoRR abs/2408.10906 (2024) - [i194]Yidi Li, Yihan Li, Yixin Guo, Bin Ren, Zhenhuan Xu, Hao Guo, Hong Liu, Nicu Sebe:
Global-Local Distillation Network-Based Audio-Visual Speaker Tracking with Incomplete Modalities. CoRR abs/2408.14585 (2024) - [i193]Yidi Li, Jiahao Wen, Bin Ren, Wenhao Li, Zhenhuan Xu, Hao Guo, Hong Liu, Nicu Sebe:
PVAFN: Point-Voxel Attention Fusion Network with Multi-Pooling Enhancing for 3D Object Detection. CoRR abs/2408.14600 (2024) - [i192]Moreno D'Incà, Elia Peruzzo, Massimiliano Mancini, Xingqian Xu, Humphrey Shi, Nicu Sebe:
GradBias: Unveiling Word Influence on Bias in Text-to-Image Generative Models. CoRR abs/2408.16700 (2024) - [i191]Federico Betti, Lorenzo Baraldi, Lorenzo Baraldi, Rita Cucchiara, Nicu Sebe:
Optimizing Resource Consumption in Diffusion Models through Hallucination Early Detection. CoRR abs/2409.10597 (2024) - [i190]Yalan Qin, Nan Pu, Hanzhou Wu, Nicu Sebe:
Discriminative Anchor Learning for Efficient Multi-view Clustering. CoRR abs/2409.16904 (2024) - [i189]Ziheng Chen, Yue Song, Rui Wang, Xiaojun Wu, Nicu Sebe:
RMLR: Extending Multinomial Logistic Regression into General Geometries. CoRR abs/2409.19433 (2024) - [i188]Xuexun Liu, Xiaoxu Xu, Jinlong Li, Qiudan Zhang, Xu Wang, Nicu Sebe, Lin Ma:
LESS: Label-Efficient and Single-Stage Referring 3D Segmentation. CoRR abs/2410.13294 (2024) - 2023
- [j180]Moreno D'Incà, Cigdem Beyan, Radoslaw Niewiadomski, Simone Barattin, Nicu Sebe:
Unleashing the Transferability Power of Unsupervised Pre-Training for Emotion Recognition in Masked and Unmasked Facial Images. IEEE Access 11: 90876-90890 (2023) - [j179]Hong Liu, Zhun Zhong, Nicu Sebe, Shin'ichi Satoh:
Mitigating robust overfitting via self-residual-calibration regularization. Artif. Intell. 317: 103877 (2023) - [j178]Guanglei Yang, Zhun Zhong, Mingli Ding, Nicu Sebe, Elisa Ricci:
Self-training transformer for source-free domain adaptation. Appl. Intell. 53(13): 16560-16574 (2023) - [j177]Mariana-Iuliana Georgescu, Radu Tudor Ionescu, Nicolae-Catalin Ristea, Nicu Sebe:
Nonlinear neurons with human-like apical dendrite activations. Appl. Intell. 53(21): 25984-26007 (2023) - [j176]Elia Peruzzo, Willi Menapace, Vidit Goel, Federica Arrigoni, Hao Tang, Xingqian Xu, Arman Chopikyan, Nikita Orlov, Yuxiao Hu, Humphrey Shi, Nicu Sebe, Elisa Ricci:
Interactive Neural Painting. Comput. Vis. Image Underst. 235: 103778 (2023) - [j175]Hao Tang, Ling Shao, Philip H. S. Torr, Nicu Sebe:
Bipartite Graph Reasoning GANs for Person Pose and Facial Image Synthesis. Int. J. Comput. Vis. 131(3): 644-658 (2023) - [j174]Weiyao Lin, Huabin Liu, Shizhan Liu, Yuxi Li, Hongkai Xiong, Guojun Qi, Nicu Sebe:
HiEve: A Large-Scale Benchmark for Human-Centric Video Analysis in Complex Events. Int. J. Comput. Vis. 131(11): 2994-3018 (2023) - [j173]Hao Tang, Ling Shao, Philip H. S. Torr, Nicu Sebe:
Local and Global GANs With Semantic-Aware Upsampling for Image Generation. IEEE Trans. Pattern Anal. Mach. Intell. 45(1): 768-784 (2023) - [j172]Yue Song, Nicu Sebe, Wei Wang:
On the Eigenvalues of Global Covariance Pooling for Fine-Grained Visual Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 45(3): 3554-3566 (2023) - [j171]Fengxiang Yang, Juanjuan Weng, Zhun Zhong, Hong Liu, Zheng Wang, Zhiming Luo, Donglin Cao, Shaozi Li, Shin'ichi Satoh, Nicu Sebe:
Towards Robust Person Re-Identification by Defending Against Universal Attackers. IEEE Trans. Pattern Anal. Mach. Intell. 45(4): 5218-5235 (2023) - [j170]Hao Tang, Philip H. S. Torr, Nicu Sebe:
Multi-Channel Attention Selection GANs for Guided Image-to-Image Translation. IEEE Trans. Pattern Anal. Mach. Intell. 45(5): 6055-6071 (2023) - [j169]Yue Song, Nicu Sebe, Wei Wang:
Fast Differentiable Matrix Square Root and Inverse Square Root. IEEE Trans. Pattern Anal. Mach. Intell. 45(6): 7367-7380 (2023) - [j168]Yue Song, Nicu Sebe, Wei Wang:
Orthogonal SVD Covariance Conditioning and Latent Disentanglement. IEEE Trans. Pattern Anal. Mach. Intell. 45(7): 8773-8786 (2023) - [j167]Nan Pu, Zhun Zhong, Nicu Sebe, Michael S. Lew:
A Memorizing and Generalizing Framework for Lifelong Person Re-Identification. IEEE Trans. Pattern Anal. Mach. Intell. 45(11): 13567-13585 (2023) - [j166]Cristiano Saltori, Fabio Galasso, Giuseppe Fiameni, Nicu Sebe, Fabio Poiesi, Elisa Ricci:
Compositional Semantic Mix for Domain Adaptation in Point Cloud Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 45(12): 14234-14247 (2023) - [j165]Hao Tang, Guolei Sun, Nicu Sebe, Luc Van Gool:
Edge Guided GANs With Multi-Scale Contrastive Learning for Semantic Image Synthesis. IEEE Trans. Pattern Anal. Mach. Intell. 45(12): 14435-14452 (2023) - [j164]Romain Belmonte, Benjamin Allaert, Pierre Tirilly, Ioan Marius Bilasco, Chaabane Djeraba, Nicu Sebe:
Impact of Facial Landmark Localization on Facial Expression Recognition. IEEE Trans. Affect. Comput. 14(2): 1267-1279 (2023) - [j163]Liqiang Nie, Jianlong Wu, Nicu Sebe, Kiyoharu Aizawa:
Guest Editorial Introduction to the Special Issue on Video Transformers. IEEE Trans. Circuits Syst. Video Technol. 33(9): 4448-4451 (2023) - [j162]Juanjuan Weng, Zhiming Luo, Shaozi Li, Nicu Sebe, Zhun Zhong:
Logit Margin Matters: Improving Transferable Targeted Adversarial Attack by Logit Calibration. IEEE Trans. Inf. Forensics Secur. 18: 3561-3574 (2023) - [j161]Xingxin He, Zhun Zhong, Leyuan Fang, Min He, Nicu Sebe:
Structure-Guided Cross-Attention Network for Cross-Domain OCT Fluid Segmentation. IEEE Trans. Image Process. 32: 309-320 (2023) - [j160]Jing Wang, Wenjing Li, Fang Li, Jun Zhang, Zhongcheng Wu, Zhun Zhong, Nicu Sebe:
100-Driver: A Large-Scale, Diverse Dataset for Distracted Driver Classification. IEEE Trans. Intell. Transp. Syst. 24(7): 7061-7072 (2023) - [j159]Yahui Liu, Yajing Chen, Linchao Bao, Nicu Sebe, Bruno Lepri, Marco De Nadai:
ISF-GAN: An Implicit Style Function for High-Resolution Image-to-Image Translation. IEEE Trans. Multim. 25: 3343-3353 (2023) - [j158]Songsong Wu, Hao Tang, Xiao-Yuan Jing, Haifeng Zhao, Jianjun Qian, Nicu Sebe, Yan Yan:
Cross-View Panorama Image Synthesis. IEEE Trans. Multim. 25: 3546-3559 (2023) - [j157]Baptiste Chopin, Hao Tang, Naima Otberdout, Mohamed Daoudi, Nicu Sebe:
Interaction Transformer for Human Reaction Generation. IEEE Trans. Multim. 25: 8842-8854 (2023) - [j156]Hao Tang, Hong Liu, Dan Xu, Philip H. S. Torr, Nicu Sebe:
AttentionGAN: Unpaired Image-to-Image Translation Using Attention-Guided Generative Adversarial Networks. IEEE Trans. Neural Networks Learn. Syst. 34(4): 1972-1987 (2023) - [j155]Yue Song, Hao Tang, Nicu Sebe, Wei Wang:
Disentangle Saliency Detection into Cascaded Detail Modeling and Body Filling. ACM Trans. Multim. Comput. Commun. Appl. 19(1): 7:1-7:15 (2023) - [j154]Hao Tang, Lei Ding, Songsong Wu, Bin Ren, Nicu Sebe, Paolo Rota:
Deep Unsupervised Key Frame Extraction for Efficient Video Classification. ACM Trans. Multim. Comput. Commun. Appl. 19(3): 119:1-119:17 (2023) - [j153]Mengyi Zhao, Hao Tang, Pan Xie, Shuling Dai, Nicu Sebe, Wei Wang:
Bidirectional Transformer GAN for Long-term Human Motion Prediction. ACM Trans. Multim. Comput. Commun. Appl. 19(5): 163:1-163:19 (2023) - [j152]Wu Liu, Hailin Shi, Yunchao Wei, Dan Zeng, Nicu Sebe, Jiebo Luo:
Introduction to the Special Issue on Trustworthy Multimedia Computing and Applications in Urban Scenes. ACM Trans. Multim. Comput. Commun. Appl. 19(6): 211:1-211:4 (2023) - [c324]Yongguo Ling, Zhun Zhong, Zhiming Luo, Fengxiang Yang, Donglin Cao, Yaojin Lin, Shaozi Li, Nicu Sebe:
Cross-Modality Earth Mover's Distance for Visible Thermal Person Re-identification. AAAI 2023: 1631-1639 - [c323]Daichi Horita, Jiaolong Yang, Dong Chen, Yuki Koyama, Kiyoharu Aizawa, Nicu Sebe:
A Structure-Guided Diffusion Model for Large-Hole Image Completion. BMVC 2023: 258 - [c322]Chang Liu, Mengyi Zhao, Bin Ren, Mengyuan Liu, Nicu Sebe:
Spatio-Temporal Graph Diffusion for Text-Driven Human Motion Generation. BMVC 2023: 722-729 - [c321]Hao Tang, Zhenyu Zhang, Humphrey Shi, Bo Li, Ling Shao, Nicu Sebe, Radu Timofte, Luc Van Gool:
Graph Transformer GANs for Graph-Constrained House Generation. CVPR 2023: 2173-2182 - [c320]Nan Pu, Zhun Zhong, Nicu Sebe:
Dynamic Conceptional Contrastive Learning for Generalized Category Discovery. CVPR 2023: 7579-7588 - [c319]Simone Barattin, Christos Tzelepis, Ioannis Patras, Nicu Sebe:
Attribute-Preserving Face Dataset Anonymization via Latent Code Optimization. CVPR 2023: 8001-8010 - [c318]Bin Ren, Yahui Liu, Yue Song, Wei Bi, Rita Cucchiara, Nicu Sebe, Wei Wang:
Masked Jigsaw Puzzle: A Versatile Position Embedding for Vision Transformers. CVPR 2023: 20382-20391 - [c317]Wei Wang, Zhun Zhong, Weijie Wang, Xi Chen, Charles Ling, Boyu Wang, Nicu Sebe:
Dynamically Instance-Guided Adaptation: A Backward-free Approach for Test-Time Domain Adaptive Semantic Segmentation. CVPR 2023: 24090-24099 - [c316]Bin Ren, Hao Tang, Yiming Wang, Xia Li, Wei Wang, Nicu Sebe:
PI-Trans: Parallel-Convmlp and Implicit-Transformation Based Gan for Cross-View Image Translation. ICASSP 2023: 1-5 - [c315]Zipeng Xu, Enver Sangineto, Nicu Sebe:
StylerDALLE: Language-Guided Style Transfer Using a Vector-Quantized Tokenizer of a Large-Scale Generative Model. ICCV 2023: 7567-7577 - [c314]Yue Song, Jichao Zhang, Nicu Sebe, Wei Wang:
Householder Projector for Unsupervised Latent Semantics Discovery. ICCV 2023: 7678-7688 - [c313]Samuel Felipe dos Santos, Rodrigo Ferreira Berriel, Thiago Oliveira-Santos, Nicu Sebe, Jurandy Almeida:
Budget-Aware Pruning for Multi-domain Learning. ICIAP (2) 2023: 477-489 - [c312]Hao Tang, Xiaojuan Qi, Guolei Sun, Dan Xu, Nicu Sebe, Radu Timofte, Luc Van Gool:
Edge Guided GANs with Contrastive Learning for Semantic Image Synthesis. ICLR 2023 - [c311]Yue Song, T. Anderson Keller, Nicu Sebe, Max Welling:
Latent Traversals in Generative Models as Potential Flows. ICML 2023: 32288-32303 - [c310]Mingrui Lao, Nan Pu, Yu Liu, Zhun Zhong, Erwin M. Bakker, Nicu Sebe, Michael S. Lew:
Multi-Domain Lifelong Visual Question Answering via Self-Critical Distillation. ACM Multimedia 2023: 4747-4758 - [c309]Mingrui Lao, Nan Pu, Zhun Zhong, Nicu Sebe, Michael S. Lew:
FedVQA: Personalized Federated Visual Question Answering over Heterogeneous Scenes. ACM Multimedia 2023: 7796-7807 - [c308]Federico Betti, Jacopo Staiano, Lorenzo Baraldi, Lorenzo Baraldi, Rita Cucchiara, Nicu Sebe:
Let's ViCE! Mimicking Human Cognitive Behavior in Image Generation Evaluation. ACM Multimedia 2023: 9306-9312 - [c307]Yue Song, Andy Keller, Nicu Sebe, Max Welling:
Flow Factorized Representation Learning. NeurIPS 2023 - [c306]Yu Wang, Zhun Zhong, Pengchong Qiao, Xuxin Cheng, Xiawu Zheng, Chang Liu, Nicu Sebe, Rongrong Ji, Jie Chen:
Discover and Align Taxonomic Context Priors for Open-world Semi-Supervised Learning. NeurIPS 2023 - [c305]Lucas Fernando Alvarenga e Silva, Nicu Sebe, Jurandy Almeida:
Tightening Classification Boundaries in Open Set Domain Adaptation through Unknown Exploitation. SIBGRAPI 2023: 157-162 - [c304]Guofeng Mei, Fabio Poiesi, Cristiano Saltori, Jian Zhang, Elisa Ricci, Nicu Sebe:
Overlap-guided Gaussian Mixture Models for Point Cloud Registration. WACV 2023: 4500-4509 - [e44]Ioannis Kompatsiaris, Jiebo Luo, Nicu Sebe, Angela Yao, Vasileios Mazaris, Symeon Papadopoulos, Adrian Popescu, Zi Helen Huang:
Proceedings of the 2023 ACM International Conference on Multimedia Retrieval, ICMR 2023, Thessaloniki, Greece, June 12-15, 2023. ACM 2023 [contents] - [i187]Mengyi Zhao, Mengyuan Liu, Bin Ren, Shuling Dai, Nicu Sebe:
Modiff: Action-Conditioned 3D Motion Generation with Denoising Diffusion Probabilistic Models. CoRR abs/2301.03949 (2023) - [i186]Juanjuan Weng, Zhiming Luo, Zhun Zhong, Shaozi Li, Nicu Sebe:
Logit Margin Matters: Improving Transferable Targeted Adversarial Attack by Logit Calibration. CoRR abs/2303.03680 (2023) - [i185]Hao Tang, Zhenyu Zhang, Humphrey Shi, Bo Li, Ling Shao, Nicu Sebe, Radu Timofte, Luc Van Gool:
Graph Transformer GANs for Graph-Constrained House Generation. CoRR abs/2303.08225 (2023) - [i184]Zipeng Xu, Enver Sangineto, Nicu Sebe:
StylerDALLE: Language-Guided Style Transfer Using a Vector-Quantized Tokenizer of a Large-Scale Generative Model. CoRR abs/2303.09268 (2023) - [i183]Zipeng Xu, Songlong Xing, Enver Sangineto, Nicu Sebe:
SpectralCLIP: Preventing Artifacts in Text-Guided Style Transfer from a Spectral Perspective. CoRR abs/2303.09270 (2023) - [i182]Simone Barattin, Christos Tzelepis, Ioannis Patras, Nicu Sebe:
Attribute-preserving Face Dataset Anonymization via Latent Code Optimization. CoRR abs/2303.11296 (2023) - [i181]Ziheng Chen, Tianyang Xu, Zhiwu Huang, Yue Song, Xiao-Jun Wu, Nicu Sebe:
Adaptive Riemannian Metrics on SPD Manifolds. CoRR abs/2303.15477 (2023) - [i180]Mingxuan Liu, Subhankar Roy, Zhun Zhong, Nicu Sebe, Elisa Ricci:
Large-scale Pre-trained Models are Surprisingly Strong in Incremental Novel Class Discovery. CoRR abs/2303.15975 (2023) - [i179]Nan Pu, Zhun Zhong, Nicu Sebe:
Dynamic Conceptional Contrastive Learning for Generalized Category Discovery. CoRR abs/2303.17393 (2023) - [i178]Vidit Goel, Elia Peruzzo, Yifan Jiang, Dejia Xu, Nicu Sebe, Trevor Darrell, Zhangyang Wang, Humphrey Shi:
PAIR-Diffusion: Object-Level Image Editing with Structure-and-Appearance Paired Diffusion Models. CoRR abs/2303.17546 (2023) - [i177]Yue Song, Andy Keller, Nicu Sebe, Max Welling:
Latent Traversals in Generative Models as Potential Flows. CoRR abs/2304.12944 (2023) - [i176]Ziheng Chen, Yue Song, Gaowen Liu, Ramana Rao Kompella, Xiaojun Wu, Nicu Sebe:
Riemannian Multiclass Logistics Regression for SPD Neural Networks. CoRR abs/2305.11288 (2023) - [i175]Nan Pu, Zhun Zhong, Xinyuan Ji, Nicu Sebe:
Federated Generalized Category Discovery. CoRR abs/2305.14107 (2023) - [i174]Weizhi Nie, Ruidong Chen, Weijie Wang, Bruno Lepri, Nicu Sebe:
T2TD: Text-3D Generation Model based on Prior Knowledge Guidance. CoRR abs/2305.15753 (2023) - [i173]Weizhi Nie, Chuanqi Jiao, Ruidong Chen, Weijie Wang, Bruno Lepri, Nicu Sebe, Anan Liu:
Point-PC: Point Cloud Completion Guided by Prior Knowledge via Causal Inference. CoRR abs/2305.17770 (2023) - [i172]Yue Song, Jichao Zhang, Nicu Sebe, Wei Wang:
Householder Projector for Unsupervised Latent Semantics Discovery. CoRR abs/2307.08012 (2023) - [i171]Federico Betti, Jacopo Staiano, Lorenzo Baraldi, Rita Cucchiara, Nicu Sebe:
Let's ViCE! Mimicking Human Cognitive Behavior in Image Generation Evaluation. CoRR abs/2307.09416 (2023) - [i170]Hao Tang, Guolei Sun, Nicu Sebe, Luc Van Gool:
Edge Guided GANs with Multi-Scale Contrastive Learning for Semantic Image Synthesis. CoRR abs/2307.12084 (2023) - [i169]Elia Peruzzo, Willi Menapace, Vidit Goel, Federica Arrigoni, Hao Tang, Xingqian Xu, Arman Chopikyan, Nikita Orlov, Yuxiao Hu, Humphrey Shi, Nicu Sebe, Elisa Ricci:
Interactive Neural Painting. CoRR abs/2307.16441 (2023) - [i168]Cristiano Saltori, Fabio Galasso, Giuseppe Fiameni, Nicu Sebe, Fabio Poiesi, Elisa Ricci:
Compositional Semantic Mix for Domain Adaptation in Point Cloud Segmentation. CoRR abs/2308.14619 (2023) - [i167]Weijie Wang, Zhengyu Zhao, Nicu Sebe, Bruno Lepri:
Turn Fake into Real: Adversarial Head Turn Attacks Against Deepfake Detection. CoRR abs/2309.01104 (2023) - [i166]Lucas Fernando Alvarenga e Silva, Nicu Sebe, Jurandy Almeida:
Tightening Classification Boundaries in Open Set Domain Adaptation through Unknown Exploitation. CoRR abs/2309.08964 (2023) - [i165]Samuel Felipe dos Santos, Rodrigo Ferreira Berriel, Thiago Oliveira-Santos, Nicu Sebe, Jurandy Almeida:
Budget-Aware Pruning: Handling Multiple Domains with Less Parameters. CoRR abs/2309.11464 (2023) - [i164]Yue Song, T. Anderson Keller, Nicu Sebe, Max Welling:
Flow Factorized Representation Learning. CoRR abs/2309.13167 (2023) - [i163]Moreno D'Incà, Christos Tzelepis, Ioannis Patras, Nicu Sebe:
Improving Fairness using Vision-Language Driven Image Augmentation. CoRR abs/2311.01573 (2023) - [i162]Wenhao Li, Mengyuan Liu, Hong Liu, Pichao Wang, Jialun Cai, Nicu Sebe:
Hourglass Tokenizer for Efficient Transformer-Based 3D Human Pose Estimation. CoRR abs/2311.12028 (2023) - [i161]Yue Song, Nicu Sebe, Wei Wang:
RankFeat&RankWeight: Rank-1 Feature/Weight Removal for Out-of-distribution Detection. CoRR abs/2311.13959 (2023) - [i160]Weijie Wang, Guofeng Mei, Bin Ren, Xiaoshui Huang, Fabio Poiesi, Luc Van Gool, Nicu Sebe, Bruno Lepri:
Zero-Shot Point Cloud Registration. CoRR abs/2312.03032 (2023) - [i159]Victor G. Turrisi da Costa, Nicola Dall'Asen, Yiming Wang, Nicu Sebe, Elisa Ricci:
Diversified in-domain synthesis with efficient fine-tuning for few-shot classification. CoRR abs/2312.03046 (2023) - [i158]Dong Zhao, Ruizhi Yang, Shuang Wang, Qi Zang, Yang Hu, Licheng Jiao, Nicu Sebe, Zhun Zhong:
Semantic Connectivity-Driven Pseudo-labeling for Cross-domain Segmentation. CoRR abs/2312.06331 (2023) - 2022
- [j151]Cristiano Saltori, Paolo Rota, Nicu Sebe, Jurandy Almeida:
Low-budget label query through domain alignment enforcement. Comput. Vis. Image Underst. 222: 103485 (2022) - [j150]Vinicius F. Arruda, Rodrigo Ferreira Berriel, Thiago M. Paixão, Claudine Badue, Alberto F. De Souza, Nicu Sebe, Thiago Oliveira-Santos:
Cross-domain object detection using unsupervised image translation. Expert Syst. Appl. 192: 116334 (2022) - [j149]Petru Soviany, Radu Tudor Ionescu, Paolo Rota, Nicu Sebe:
Curriculum Learning: A Survey. Int. J. Comput. Vis. 130(6): 1526-1565 (2022) - [j148]Victor Guilherme Turrisi da Costa, Enrico Fini, Moin Nabi, Nicu Sebe, Elisa Ricci:
solo-learn: A Library of Self-supervised Methods for Visual Representation Learning. J. Mach. Learn. Res. 23: 56:1-56:6 (2022) - [j147]Lucas Tabelini Torres, Rodrigo Ferreira Berriel, Thiago M. Paixão, Alberto F. De Souza, Claudine Badue, Nicu Sebe, Thiago Oliveira-Santos:
Deep traffic sign detection and recognition without target domain real images. Mach. Vis. Appl. 33(3): 50 (2022) - [j146]Jingdong Wang, Zhuowen Tu, Jianlong Fu, Nicu Sebe, Serge J. Belongie:
Guest Editorial: Introduction to the Special Section on Fine-Grained Visual Categorization. IEEE Trans. Pattern Anal. Mach. Intell. 44(2): 560-562 (2022) - [j145]Dan Xu, Xavier Alameda-Pineda, Wanli Ouyang, Elisa Ricci, Xiaogang Wang, Nicu Sebe:
Probabilistic Graph Attention Network With Conditional Kernels for Pixel-Wise Prediction. IEEE Trans. Pattern Anal. Mach. Intell. 44(5): 2673-2688 (2022) - [j144]Songsong Wu, Hao Tang, Xiao-Yuan Jing, Jianjun Qian, Nicu Sebe, Yan Yan, Qinghua Zhang:
Cross-view panorama image synthesis with progressive attention GANs. Pattern Recognit. 131: 108884 (2022) - [j143]Thittaporn Ganokratanaa, Supavadee Aramvith, Nicu Sebe:
Video anomaly detection using deep residual-spatiotemporal translation network. Pattern Recognit. Lett. 155: 143-150 (2022) - [j142]Shreya Ghosh, Abhinav Dhall, Nicu Sebe, Tom Gedeon:
Automatic Prediction of Group Cohesiveness in Images. IEEE Trans. Affect. Comput. 13(3): 1677-1690 (2022) - [j141]Hao Tang, Nicu Sebe:
Facial Expression Translation Using Landmark Guided GANs. IEEE Trans. Affect. Comput. 13(4): 1986-1997 (2022) - [j140]Yuyang Zhao, Zhun Zhong, Zhiming Luo, Gim Hee Lee, Nicu Sebe:
Source-Free Open Compound Domain Adaptation in Semantic Segmentation. IEEE Trans. Circuits Syst. Video Technol. 32(10): 7019-7032 (2022) - [j139]Dingwen Zhang, Hamid Rezatofighi, Junwei Han, Nicu Sebe:
Guest Editorial Introduction to the Special Issue on Advanced Machine Learning Methodologies for Large-Scale Video Object Segmentation and Detection. IEEE Trans. Circuits Syst. Video Technol. 32(12): 8096-8100 (2022) - [j138]Yuyu Guo, Lianli Gao, Jingkuan Song, Peng Wang, Nicu Sebe, Heng Tao Shen, Xuelong Li:
Relation Regularized Scene Graph Generation. IEEE Trans. Cybern. 52(7): 5961-5972 (2022) - [j137]Jinliang Lin, Zhedong Zheng, Zhun Zhong, Zhiming Luo, Shaozi Li, Yi Yang, Nicu Sebe:
Joint Representation Learning and Keypoint Detection for Cross-View Geo-Localization. IEEE Trans. Image Process. 31: 3780-3792 (2022) - [j136]Jichao Zhang, Jingjing Chen, Hao Tang, Enver Sangineto, Peng Wu, Yan Yan, Nicu Sebe, Wei Wang:
Unsupervised High-Resolution Portrait Gaze Correction and Animation. IEEE Trans. Image Process. 31: 5272-5286 (2022) - [j135]Yue Song, Hao Tang, Mengyi Zhao, Nicu Sebe, Wei Wang:
Quasi-Equilibrium Feature Pyramid Network for Salient Object Detection. IEEE Trans. Image Process. 31: 7144-7153 (2022) - [j134]Hao Tang, Nicu Sebe:
Total Generate: Cycle in Cycle Generative Adversarial Networks for Generating Human Faces, Hands, Bodies, and Natural Scenes. IEEE Trans. Multim. 24: 2963-2974 (2022) - [j133]Guansong Pang, Charu Aggarwal, Chunhua Shen, Nicu Sebe:
Editorial Deep Learning for Anomaly Detection. IEEE Trans. Neural Networks Learn. Syst. 33(6): 2282-2286 (2022) - [j132]Shiliang Zhang, Guorong Li, Weigang Zhang, Qingming Huang, Tiejun Huang, Mubarak Shah, Nicu Sebe:
Introduction to the Special Issue on Fine-Grained Visual Recognition and Re-Identification. ACM Trans. Multim. Comput. Commun. Appl. 18(1s): 24:1-24:3 (2022) - [c303]Haoyu Chen, Hao Tang, Zitong Yu, Nicu Sebe, Guoying Zhao:
Geometry-Contrastive Transformer for Generalized 3D Pose Transfer. AAAI 2022: 258-266 - [c302]Guofeng Mei, Cristiano Saltori, Fabio Poiesi, Jian Zhang, Elisa Ricci, Nicu Sebe, Qiang Wu:
Data Augmentation-free Unsupervised Learning for 3D Point Cloud Understanding. BMVC 2022: 1049 - [c301]Yuyang Zhao, Zhun Zhong, Nicu Sebe, Gim Hee Lee:
Novel Class Discovery in Semantic Segmentation. CVPR 2022: 4330-4339 - [c300]Aleksandr Ermolov, Leyla Mirvakhabova, Valentin Khrulkov, Nicu Sebe, Ivan V. Oseledets:
Hyperbolic Vision Transformers: Combining Improvements in Metric Learning. CVPR 2022: 7399-7409 - [c299]Zipeng Xu, Tianwei Lin, Hao Tang, Fu Li, Dongliang He, Nicu Sebe, Radu Timofte, Luc Van Gool, Errui Ding:
Predict, Prevent, and Evaluate: Disentangled Text-Driven Image Manipulation Empowered by Pre-Trained Vision-Language Model. CVPR 2022: 18208-18217 - [c298]Subhankar Roy, Mingxuan Liu, Zhun Zhong, Nicu Sebe, Elisa Ricci:
Class-Incremental Novel Class Discovery. ECCV (33) 2022: 317-333 - [c297]Jichao Zhang, Enver Sangineto, Hao Tang, Aliaksandr Siarohin, Zhun Zhong, Nicu Sebe, Wei Wang:
3D-Aware Semantic-Guided Generative Model for Human Synthesis. ECCV (15) 2022: 339-356 - [c296]Yue Song, Nicu Sebe, Wei Wang:
Improving Covariance Conditioning of the SVD Meta-layer by Orthogonality. ECCV (24) 2022: 356-372 - [c295]Yuyang Zhao, Zhun Zhong, Na Zhao, Nicu Sebe, Gim Hee Lee:
Style-Hallucinated Dual Consistency Learning for Domain Generalized Semantic Segmentation. ECCV (28) 2022: 535-552 - [c294]Subhankar Roy, Martin Trapp, Andrea Pilzer, Juho Kannala, Nicu Sebe, Elisa Ricci, Arno Solin:
Uncertainty-Guided Source-Free Domain Adaptation. ECCV (25) 2022: 537-555 - [c293]Cristiano Saltori, Evgeny Krivosheev, Stéphane Lathuilière, Nicu Sebe, Fabio Galasso, Giuseppe Fiameni, Elisa Ricci, Fabio Poiesi:
GIPSO: Geometrically Informed Propagation for Online Adaptation in 3D LiDAR Segmentation. ECCV (33) 2022: 567-585 - [c292]Yue Song, Nicu Sebe, Wei Wang:
Batch-Efficient EigenDecomposition for Small and Medium Matrices. ECCV (23) 2022: 583-599 - [c291]Cristiano Saltori, Fabio Galasso, Giuseppe Fiameni, Nicu Sebe, Elisa Ricci, Fabio Poiesi:
CoSMix: Compositional Semantic Mix for Domain Adaptation in 3D LiDAR Segmentation. ECCV (33) 2022: 586-602 - [c290]Yue Song, Nicu Sebe, Wei Wang:
Fast Differentiable Matrix Square Root. ICLR 2022 - [c289]Victor G. Turrisi da Costa, Giacomo Zara, Paolo Rota, Thiago Oliveira-Santos, Nicu Sebe, Vittorio Murino, Elisa Ricci:
Unsupervised Domain Adaptation for Video Transformers in Action Recognition. ICPR 2022: 1258-1265 - [c288]Aleksandr Ermolov, Enver Sangineto, Nicu Sebe:
Temporal Alignment for History Representation in Reinforcement Learning. ICPR 2022: 2172-2178 - [c287]Nicu Sebe:
Image and Video Generation: A Deep Learning Approach. ICPRAM 2022: 11 - [c286]Yue Song, Nicu Sebe, Wei Wang:
RankFeat: Rank-1 Feature Removal for Out-of-distribution Detection. NeurIPS 2022 - [c285]Zhun Zhong, Yuyang Zhao, Gim Hee Lee, Nicu Sebe:
Adversarial Style Augmentation for Domain Generalized Urban-Scene Segmentation. NeurIPS 2022 - [c284]Victor G. Turrisi da Costa, Giacomo Zara, Paolo Rota, Thiago Oliveira-Santos, Nicu Sebe, Vittorio Murino, Elisa Ricci:
Dual-Head Contrastive Domain Adaptation for Video Action Recognition. WACV 2022: 2234-2243 - [e43]Raj Tumuluri, Nicu Sebe, Gopal Pingali, Dinesh Babu Jayagopi, Abhinav Dhall, Richa Singh, Lisa Anthony, Albert Ali Salah:
International Conference on Multimodal Interaction, ICMI 2022, Bengaluru, India, November 7-11, 2022. ACM 2022, ISBN 978-1-4503-9390-4 [contents] - [e42]Raj Tumuluri, Nicu Sebe, Gopal Pingali, Dinesh Babu Jayagopi, Abhinav Dhall, Richa Singh, Lisa Anthony, Albert Ali Salah:
International Conference on Multimodal Interaction, ICMI 2022, Companion Volume, Bengaluru, India, November 7-11, 2022. ACM 2022, ISBN 978-1-4503-9389-8 [contents] - [e41]João Magalhães, Alberto Del Bimbo, Shin'ichi Satoh, Nicu Sebe, Xavier Alameda-Pineda, Qin Jin, Vincent Oria, Laura Toni:
MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10 - 14, 2022. ACM 2022, ISBN 978-1-4503-9203-7 [contents] - [i157]Yue Song, Nicu Sebe, Wei Wang:
Fast Differentiable Matrix Square Root. CoRR abs/2201.08663 (2022) - [i156]Yue Song, Nicu Sebe, Wei Wang:
Fast Differentiable Matrix Square Root and Inverse Square Root. CoRR abs/2201.12543 (2022) - [i155]Yue Song, Hao Tang, Nicu Sebe, Wei Wang:
Disentangle Saliency Detection into Cascaded Detail Modeling and Body Filling. CoRR abs/2202.04112 (2022) - [i154]Yuyu Guo, Lianli Gao, Jingkuan Song, Peng Wang, Nicu Sebe, Heng Tao Shen, Xuelong Li:
Relation Regularized Scene Graph Generation. CoRR abs/2202.10826 (2022) - [i153]Hao Tang, Ling Shao, Philip H. S. Torr, Nicu Sebe:
Local and Global GANs with Semantic-Aware Upsampling for Image Generation. CoRR abs/2203.00047 (2022) - [i152]Yongguo Ling, Zhun Zhong, Donglin Cao, Zhiming Luo, Yaojin Lin, Shaozi Li, Nicu Sebe:
Cross-Modality Earth Mover's Distance for Visible Thermal Person Re-Identification. CoRR abs/2203.01675 (2022) - [i151]Fengxiang Yang, Zhun Zhong, Zhiming Luo, Shaozi Li, Nicu Sebe:
Federated and Generalized Person Re-identification through Domain and Feature Hallucinating. CoRR abs/2203.02689 (2022) - [i150]Aleksandr Ermolov, Leyla Mirvakhabova, Valentin Khrulkov, Nicu Sebe, Ivan V. Oseledets:
Hyperbolic Vision Transformers: Combining Improvements in Metric Learning. CoRR abs/2203.10833 (2022) - [i149]Songsong Wu, Hao Tang, Xiao-Yuan Jing, Haifeng Zhao, Jianjun Qian, Nicu Sebe, Yan Yan:
Cross-View Panorama Image Synthesis. CoRR abs/2203.11832 (2022) - [i148]Yuyang Zhao, Zhun Zhong, Na Zhao, Nicu Sebe, Gim Hee Lee:
Style-Hallucinated Dual Consistency Learning for Domain Generalized Semantic Segmentation. CoRR abs/2204.02548 (2022) - [i147]Aleksandr Ermolov, Enver Sangineto, Nicu Sebe:
Temporal Alignment for History Representation in Reinforcement Learning. CoRR abs/2204.03525 (2022) - [i146]Florinel-Alin Croitoru, Nicolae-Catalin Ristea, Radu Tudor Ionescu, Nicu Sebe:
LeRaC: Learning Rate Curriculum. CoRR abs/2205.09180 (2022) - [i145]Yahui Liu, Bin Ren, Yue Song, Wei Bi, Nicu Sebe, Wei Wang:
Breaking the Chain of Gradient Leakage in Vision Transformers. CoRR abs/2205.12551 (2022) - [i144]Yue Song, Nicu Sebe, Wei Wang:
On the Eigenvalues of Global Covariance Pooling for Fine-grained Visual Recognition. CoRR abs/2205.13282 (2022) - [i143]Elia Peruzzo, Enver Sangineto, Yahui Liu, Marco De Nadai, Wei Bi, Bruno Lepri, Nicu Sebe:
Spatial Entropy Regularization for Vision Transformers. CoRR abs/2206.04636 (2022) - [i142]Jichao Zhang, Jingjing Chen, Hao Tang, Enver Sangineto, Peng Wu, Yan Yan, Nicu Sebe, Wei Wang:
Unsupervised High-Resolution Portrait Gaze Correction and Animation. CoRR abs/2207.00256 (2022) - [i141]Baptiste Chopin, Hao Tang, Naima Otberdout, Mohamed Daoudi, Nicu Sebe:
Interaction Transformer for Human Reaction Generation. CoRR abs/2207.01685 (2022) - [i140]Yue Song, Nicu Sebe, Wei Wang:
Improving Covariance Conditioning of the SVD Meta-layer by Orthogonality. CoRR abs/2207.02119 (2022) - [i139]Yue Song, Nicu Sebe, Wei Wang:
Batch-efficient EigenDecomposition for Small and Medium Matrices. CoRR abs/2207.04228 (2022) - [i138]Bin Ren, Hao Tang, Yiming Wang, Xia Li, Wei Wang, Nicu Sebe:
PI-Trans: Parallel-ConvMLP and Implicit-Transformation Based GAN for Cross-View Image Translation. CoRR abs/2207.04242 (2022) - [i137]Zhun Zhong, Yuyang Zhao, Gim Hee Lee, Nicu Sebe:
Adversarial Style Augmentation for Domain Generalized Urban-Scene Segmentation. CoRR abs/2207.04892 (2022) - [i136]Subhankar Roy, Mingxuan Liu, Zhun Zhong, Nicu Sebe, Elisa Ricci:
Class-incremental Novel Class Discovery. CoRR abs/2207.08605 (2022) - [i135]Cristiano Saltori, Evgeny Krivosheev, Stéphane Lathuilière, Nicu Sebe, Fabio Galasso, Giuseppe Fiameni, Elisa Ricci, Fabio Poiesi:
GIPSO: Geometrically Informed Propagation for Online Adaptation in 3D LiDAR Segmentation. CoRR abs/2207.09763 (2022) - [i134]Cristiano Saltori, Fabio Galasso, Giuseppe Fiameni, Nicu Sebe, Elisa Ricci, Fabio Poiesi:
CoSMix: Compositional Semantic Mix for Domain Adaptation in 3D LiDAR Segmentation. CoRR abs/2207.09778 (2022) - [i133]Victor G. Turrisi da Costa, Giacomo Zara, Paolo Rota, Thiago Oliveira-Santos, Nicu Sebe, Vittorio Murino, Elisa Ricci:
Unsupervised Domain Adaptation for Video Transformers in Action Recognition. CoRR abs/2207.12842 (2022) - [i132]Subhankar Roy, Martin Trapp, Andrea Pilzer, Juho Kannala, Nicu Sebe, Elisa Ricci, Arno Solin:
Uncertainty-guided Source-free Domain Adaptation. CoRR abs/2208.07591 (2022) - [i131]Jichao Zhang, Aliaksandr Siarohin, Yahui Liu, Hao Tang, Nicu Sebe, Wei Wang:
Training and Tuning Generative Neural Radiance Fields for Attribute-Conditional 3D-Aware Face Generation. CoRR abs/2208.12550 (2022) - [i130]Hao Tang, Nicu Sebe:
Facial Expression Translation using Landmark Guided GANs. CoRR abs/2209.02136 (2022) - [i129]Yue Song, Nicu Sebe, Wei Wang:
RankFeat: Rank-1 Feature Removal for Out-of-distribution Detection. CoRR abs/2209.08590 (2022) - [i128]Weijie Wang, Nicu Sebe, Bruno Lepri:
Rethinking the Learning Paradigm for Facial Expression Recognition. CoRR abs/2209.15402 (2022) - [i127]Yahui Liu, Enver Sangineto, Yajing Chen, Linchao Bao, Haoxian Zhang, Nicu Sebe, Bruno Lepri, Marco De Nadai:
Smooth image-to-image translations with latent space interpolations. CoRR abs/2210.00841 (2022) - [i126]Guofeng Mei, Cristiano Saltori, Fabio Poiesi, Jian Zhang, Elisa Ricci, Nicu Sebe, Qiang Wu:
Data Augmentation-free Unsupervised Learning for 3D Point Cloud Understanding. CoRR abs/2210.02798 (2022) - [i125]Ye Zhu, Yu Wu, Nicu Sebe, Yan Yan:
Vision+X: A Survey on Multimodal Learning in the Light of Data. CoRR abs/2210.02884 (2022) - [i124]Samuel Felipe dos Santos, Rodrigo Ferreira Berriel, Thiago Oliveira-Santos, Nicu Sebe, Jurandy Almeida:
Parameter Sharing in Budget-Aware Adapters for Multi-Domain Learning. CoRR abs/2210.08101 (2022) - [i123]Guofeng Mei, Fabio Poiesi, Cristiano Saltori, Jian Zhang, Elisa Ricci, Nicu Sebe:
Overlap-guided Gaussian Mixture Models for Point Cloud Registration. CoRR abs/2210.09836 (2022) - [i122]Hao Tang, Ling Shao, Philip H. S. Torr, Nicu Sebe:
Bipartite Graph Reasoning GANs for Person Pose and Facial Image Synthesis. CoRR abs/2211.06719 (2022) - [i121]Hao Tang, Lei Ding, Songsong Wu, Bin Ren, Nicu Sebe, Paolo Rota:
Deep Unsupervised Key Frame Extraction for Efficient Video Classification. CoRR abs/2211.06742 (2022) - [i120]Xinyan Liu, Guorong Li, Yuankai Qi, Zhenjun Han, Qingming Huang, Ming-Hsuan Yang, Nicu Sebe:
Consistency-Aware Anchor Pyramid Network for Crowd Localization. CoRR abs/2212.04067 (2022) - [i119]Yue Song, Nicu Sebe, Wei Wang:
Orthogonal SVD Covariance Conditioning and Latent Disentanglement. CoRR abs/2212.05599 (2022) - [i118]Yuyang Zhao, Zhun Zhong, Na Zhao, Nicu Sebe, Gim Hee Lee:
Style-Hallucinated Dual Consistency Learning: A Unified Framework for Visual Domain Generalization. CoRR abs/2212.09068 (2022) - 2021
- [j131]Jean Pablo Vieira de Mello, Lucas Tabelini Torres, Rodrigo Ferreira Berriel, Thiago M. Paixão, Alberto F. De Souza, Claudine Badue, Nicu Sebe, Thiago Oliveira-Santos:
Deep traffic light detection by overlaying synthetic context on arbitrary natural images. Comput. Graph. 94: 76-86 (2021) - [j130]Petru Soviany, Radu Tudor Ionescu, Paolo Rota, Nicu Sebe:
Curriculum self-paced learning for cross-domain object detection. Comput. Vis. Image Underst. 204: 103166 (2021) - [j129]Shangzhi Teng, Shiliang Zhang, Qingming Huang, Nicu Sebe:
Viewpoint and Scale Consistency Reinforcement for UAV Vehicle Re-Identification. Int. J. Comput. Vis. 129(3): 719-735 (2021) - [j128]Subhankar Roy, Enver Sangineto, Begüm Demir, Nicu Sebe:
Metric-Learning-Based Deep Hashing Network for Content-Based Retrieval of Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 18(2): 226-230 (2021) - [j127]Subhankar Roy, Aliaksandr Siarohin, Enver Sangineto, Nicu Sebe, Elisa Ricci:
TriGAN: image-to-image translation for multi-source domain adaptation. Mach. Vis. Appl. 32(1): 41 (2021) - [j126]Aliaksandr Siarohin, Stéphane Lathuilière, Enver Sangineto, Nicu Sebe:
Appearance and Pose-Conditioned Human Image Generation Using Deformable GANs. IEEE Trans. Pattern Anal. Mach. Intell. 43(4): 1156-1171 (2021) - [j125]Xiao Bai, Xiang Wang, Xianglong Liu, Qiang Liu, Jingkuan Song, Nicu Sebe, Been Kim:
Explainable deep learning for efficient and robust pattern recognition: A survey of recent developments. Pattern Recognit. 120: 108102 (2021) - [j124]Virginio Cantoni, Gian Luca Foresti, Nicu Sebe:
Editorial for the special issue on the DAFNE project (DigitalAnastylosis of Frescoes challeNgE). Pattern Recognit. Lett. 147: 179-180 (2021) - [j123]Juan Abdon Miranda Correa, Mojtaba Khomami Abadi, Nicu Sebe, Ioannis Patras:
AMIGOS: A Dataset for Affect, Personality and Mood Research on Individuals and Groups. IEEE Trans. Affect. Comput. 12(2): 479-493 (2021) - [j122]Shangzhi Teng, Shiliang Zhang, Qingming Huang, Nicu Sebe:
Multi-View Spatial Attention Embedding for Vehicle Re-Identification. IEEE Trans. Circuits Syst. Video Technol. 31(2): 816-827 (2021) - [j121]Yifan Yang, Guorong Li, Dawei Du, Qingming Huang, Nicu Sebe:
Embedding Perspective Analysis Into Multi-Column Convolutional Neural Network for Crowd Counting. IEEE Trans. Image Process. 30: 1395-1407 (2021) - [j120]Hao Tang, Nicu Sebe:
Layout-to-Image Translation With Double Pooling Generative Adversarial Networks. IEEE Trans. Image Process. 30: 7903-7913 (2021) - [j119]Hao Tang, Hong Liu, Wei Xiao, Nicu Sebe:
When Dictionary Learning Meets Deep Learning: Deep Dictionary Learning and Coding Network for Image Recognition With Limited Data. IEEE Trans. Neural Networks Learn. Syst. 32(5): 2129-2141 (2021) - [j118]Wen-Huang Cheng, Jiaying Liu, Nicu Sebe, Junsong Yuan, Hong-Han Shuai:
Introduction to the Special Issue on Explainable AI on Multimedia Computing. ACM Trans. Multim. Comput. Commun. Appl. 17(3s): 108:1-108:2 (2021) - [c283]Fengxiang Yang, Zhun Zhong, Hong Liu, Zheng Wang, Zhiming Luo, Shaozi Li, Nicu Sebe, Shin'ichi Satoh:
Learning to Attack Real-World Models for Person Re-identification via Virtual-Guided Meta-Learning. AAAI 2021: 3128-3135 - [c282]Bin Ren, Hao Tang, Nicu Sebe:
Cascaded Cross MLP-Mixer GANs for Cross-View Image Translation. BMVC 2021: 218 - [c281]Haoyu Chen, Hao Tang, Nicu Sebe, Guoying Zhao:
AniFormer: Data-driven 3D Animation with Transformer. BMVC 2021: 345 - [c280]Fengxiang Yang, Zhun Zhong, Zhiming Luo, Yuanzheng Cai, Yaojin Lin, Shaozi Li, Nicu Sebe:
Joint Noise-Tolerant Learning and Meta Camera Shift Adaptation for Unsupervised Person Re-Identification. CVPR 2021: 4855-4864 - [c279]Subhankar Roy, Evgeny Krivosheev, Zhun Zhong, Nicu Sebe, Elisa Ricci:
Curriculum Graph Co-Teaching for Multi-Target Domain Adaptation. CVPR 2021: 5351-5360 - [c278]Yuyang Zhao, Zhun Zhong, Fengxiang Yang, Zhiming Luo, Yaojin Lin, Shaozi Li, Nicu Sebe:
Learning to Generalize Unseen Domains via Memory-based Multi-Source Meta-Learning for Person Re-Identification. CVPR 2021: 6277-6286 - [c277]Zhun Zhong, Linchao Zhu, Zhiming Luo, Shaozi Li, Yi Yang, Nicu Sebe:
OpenMix: Reviving Known Knowledge for Discovering Novel Visual Categories in an Open World. CVPR 2021: 9462-9470 - [c276]Yahui Liu, Enver Sangineto, Yajing Chen, Linchao Bao, Haoxian Zhang, Nicu Sebe, Bruno Lepri, Wei Wang, Marco De Nadai:
Smoothing the Disentangled Latent Style Space for Unsupervised Image-to-Image Translation. CVPR 2021: 10785-10794 - [c275]Zhun Zhong, Enrico Fini, Subhankar Roy, Zhiming Luo, Elisa Ricci, Nicu Sebe:
Neighborhood Contrastive Learning for Novel Class Discovery. CVPR 2021: 10867-10875 - [c274]Yue Song, Nicu Sebe, Wei Wang:
Why Approximate Matrix Square Root Outperforms Accurate SVD in Global Covariance Pooling? ICCV 2021: 1095-1103 - [c273]Xinyan Liu, Guorong Li, Zhenjun Han, Weigang Zhang, Yifan Yang, Qingming Huang, Nicu Sebe:
Exploiting sample correlation for crowd counting with multi-expert network. ICCV 2021: 3195-3204 - [c272]Haoyu Chen, Hao Tang, Henglin Shi, Wei Peng, Nicu Sebe, Guoying Zhao:
Intrinsic-Extrinsic Preserved GANs for Unsupervised 3D Pose Transfer. ICCV 2021: 8610-8619 - [c271]Guanglei Yang, Hao Tang, Mingli Ding, Nicu Sebe, Elisa Ricci:
Transformer-Based Attention Networks for Continuous Pixel-Wise Prediction. ICCV 2021: 16249-16259 - [c270]Shreya Ghosh, Abhinav Dhall, Garima Sharma, Sarthak Gupta, Nicu Sebe:
Speak2Label: Using Domain Knowledge for Creating a Large Scale Driver Gaze Zone Estimation Dataset. ICCVW 2021: 2896-2905 - [c269]Aleksandr Ermolov, Aliaksandr Siarohin, Enver Sangineto, Nicu Sebe:
Whitening for Self-Supervised Representation Learning. ICML 2021: 3015-3024 - [c268]Yahui Liu, Enver Sangineto, Wei Bi, Nicu Sebe, Bruno Lepri, Marco De Nadai:
Efficient Training of Visual Transformers with Small Datasets. NeurIPS 2021: 23818-23830 - [c267]Jingjing Chen, Jichao Zhang, Enver Sangineto, Tao Chen, Jiayuan Fan, Nicu Sebe:
Coarse-to-Fine Gaze Redirection with Numerical and Pictorial Guidance. WACV 2021: 3664-3673 - [i117]Dan Xu, Xavier Alameda-Pineda, Wanli Ouyang, Elisa Ricci, Xiaogang Wang, Nicu Sebe:
Probabilistic Graph Attention Network with Conditional Kernels for Pixel-Wise Prediction. CoRR abs/2101.02843 (2021) - [i116]Petru Soviany, Radu Tudor Ionescu, Paolo Rota, Nicu Sebe:
Curriculum Learning: A Survey. CoRR abs/2101.10382 (2021) - [i115]Fengxiang Yang, Zhun Zhong, Zhiming Luo, Yuanzheng Cai, Yaojin Lin, Shaozi Li, Nicu Sebe:
Joint Noise-Tolerant Learning and Meta Camera Shift Adaptation for Unsupervised Person Re-Identification. CoRR abs/2103.04618 (2021) - [i114]Guanglei Yang, Hao Tang, Mingli Ding, Nicu Sebe, Elisa Ricci:
Transformers Solve the Limited Receptive Field for Monocular Depth Prediction. CoRR abs/2103.12091 (2021) - [i113]Subhankar Roy, Evgeny Krivosheev, Zhun Zhong, Nicu Sebe, Elisa Ricci:
Curriculum Graph Co-Teaching for Multi-Target Domain Adaptation. CoRR abs/2104.00808 (2021) - [i112]Bin Ren, Hao Tang, Fanyang Meng, Runwei Ding, Ling Shao, Philip H. S. Torr, Nicu Sebe:
Cloth Interactive Transformer for Virtual Try-On. CoRR abs/2104.05519 (2021) - [i111]Yue Song, Nicu Sebe, Wei Wang:
Why Approximate Matrix Square Root Outperforms Accurate SVD in Global Covariance Pooling? CoRR abs/2105.02498 (2021) - [i110]Guanglei Yang, Hao Tang, Zhun Zhong, Mingli Ding, Ling Shao, Nicu Sebe, Elisa Ricci:
Transformer-Based Source-Free Domain Adaptation. CoRR abs/2105.14138 (2021) - [i109]Jichao Zhang, Aliaksandr Siarohin, Hao Tang, Jingjing Chen, Enver Sangineto, Wei Wang, Nicu Sebe:
Controllable Person Image Synthesis with Spatially-Adaptive Warped Normalization. CoRR abs/2105.14739 (2021) - [i108]Yuyang Zhao, Zhun Zhong, Zhiming Luo, Gim Hee Lee, Nicu Sebe:
Source-Free Open Compound Domain Adaptation in Semantic Segmentation. CoRR abs/2106.03422 (2021) - [i107]Yahui Liu, Enver Sangineto, Wei Bi, Nicu Sebe, Bruno Lepri, Marco De Nadai:
Efficient Training of Visual Transformers with Small-Size Datasets. CoRR abs/2106.03746 (2021) - [i106]Yahui Liu, Enver Sangineto, Yajing Chen, Linchao Bao, Haoxian Zhang, Nicu Sebe, Bruno Lepri, Wei Wang, Marco De Nadai:
Smoothing the Disentangled Latent Style Space for Unsupervised Image-to-Image Translation. CoRR abs/2106.09016 (2021) - [i105]Zhun Zhong, Enrico Fini, Subhankar Roy, Zhiming Luo, Elisa Ricci, Nicu Sebe:
Neighborhood Contrastive Learning for Novel Class Discovery. CoRR abs/2106.10731 (2021) - [i104]Hao Tang, Nicu Sebe:
Total Generate: Cycle in Cycle Generative Adversarial Networks for Generating Human Faces, Hands, Bodies, and Natural Scenes. CoRR abs/2106.10876 (2021) - [i103]Victor G. Turrisi da Costa, Enrico Fini, Moin Nabi, Nicu Sebe, Elisa Ricci:
Solo-learn: A Library of Self-supervised Methods for Visual Representation Learning. CoRR abs/2108.01775 (2021) - [i102]Haoyu Chen, Hao Tang, Henglin Shi, Wei Peng, Nicu Sebe, Guoying Zhao:
Intrinsic-Extrinsic Preserved GANs for Unsupervised 3D Pose Transfer. CoRR abs/2108.07520 (2021) - [i101]Hao Tang, Nicu Sebe:
Layout-to-Image Translation with Double Pooling Generative Adversarial Networks. CoRR abs/2108.12900 (2021) - [i100]Yahui Liu, Yajing Chen, Linchao Bao, Nicu Sebe, Bruno Lepri, Marco De Nadai:
ISF-GAN: An Implicit Style Function for High-Resolution Image-to-Image Translation. CoRR abs/2109.12492 (2021) - [i99]Bin Ren, Hao Tang, Nicu Sebe:
Cascaded Cross MLP-Mixer GANs for Cross-View Image Translation. CoRR abs/2110.10183 (2021) - [i98]Haoyu Chen, Hao Tang, Nicu Sebe, Guoying Zhao:
AniFormer: Data-driven 3D Animation with Transformer. CoRR abs/2110.10533 (2021) - [i97]Guanglei Yang, Zhun Zhong, Hao Tang, Mingli Ding, Nicu Sebe, Elisa Ricci:
Bi-Mix: Bidirectional Mixing for Domain Adaptive Nighttime Semantic Segmentation. CoRR abs/2111.10339 (2021) - [i96]Guanglei Yang, Hao Tang, Humphrey Shi, Mingli Ding, Nicu Sebe, Radu Timofte, Luc Van Gool, Elisa Ricci:
Global and Local Alignment Networks for Unpaired Image-to-Image Translation. CoRR abs/2111.10346 (2021) - [i95]Zipeng Xu, Tianwei Lin, Hao Tang, Fu Li, Dongliang He, Nicu Sebe, Radu Timofte, Luc Van Gool, Errui Ding:
Predict, Prevent, and Evaluate: Disentangled Text-Driven Image Manipulation Empowered by Pre-Trained Vision-Language Model. CoRR abs/2111.13333 (2021) - [i94]Jichao Zhang, Enver Sangineto, Hao Tang, Aliaksandr Siarohin, Zhun Zhong, Nicu Sebe, Wei Wang:
3D-Aware Semantic-Guided Generative Model for Human Synthesis. CoRR abs/2112.01422 (2021) - [i93]Yuyang Zhao, Zhun Zhong, Nicu Sebe, Gim Hee Lee:
Novel Class Discovery in Semantic Segmentation. CoRR abs/2112.01900 (2021) - [i92]Haoyu Chen, Hao Tang, Zitong Yu, Nicu Sebe, Guoying Zhao:
Geometry-Contrastive Transformer for Generalized 3D Pose Transfer. CoRR abs/2112.07374 (2021) - [i91]Ramanathan Subramanian, Yan Yan, Nicu Sebe:
Expert and Crowd-Guided Affect Annotation and Prediction. CoRR abs/2112.08432 (2021) - 2020
- [j117]Thittaporn Ganokratanaa, Supavadee Aramvith, Nicu Sebe:
Unsupervised Anomaly Detection and Localization Based on Deep Spatiotemporal Translation Network. IEEE Access 8: 50312-50329 (2020) - [j116]Hongyang Yu, Guorong Li, Weigang Zhang, Qingming Huang, Dawei Du, Qi Tian, Nicu Sebe:
The Unmanned Aerial Vehicle Benchmark: Object Detection, Tracking and Baseline. Int. J. Comput. Vis. 128(5): 1141-1159 (2020) - [j115]Xavier Alameda-Pineda, Elisa Ricci, Albert Ali Salah, Nicu Sebe, Shuicheng Yan:
Special Issue on Generating Realistic Visual Data of Human Behavior. Int. J. Comput. Vis. 128(5): 1376-1377 (2020) - [j114]Andrea Pilzer, Stéphane Lathuilière, Dan Xu, Mihai Marian Puscas, Elisa Ricci, Nicu Sebe:
Progressive Fusion for Unsupervised Binocular Depth Estimation Using Cycled Networks. IEEE Trans. Pattern Anal. Mach. Intell. 42(10): 2380-2395 (2020) - [j113]Haotong Qin, Ruihao Gong, Xianglong Liu, Xiao Bai, Jingkuan Song, Nicu Sebe:
Binary neural networks: A survey. Pattern Recognit. 105: 107281 (2020) - [j112]Hao Tang, Hong Liu, Nicu Sebe:
Unified Generative Adversarial Networks for Controllable Image-to-Image Translation. IEEE Trans. Image Process. 29: 8916-8929 (2020) - [j111]Wei Wang, Xavier Alameda-Pineda, Dan Xu, Elisa Ricci, Nicu Sebe:
Learning How to Smile: Expression Video Generation With Conditional Adversarial Recurrent Nets. IEEE Trans. Multim. 22(11): 2808-2819 (2020) - [j110]Jun Li, Xianglong Liu, Wenxuan Zhang, Mingyuan Zhang, Jingkuan Song, Nicu Sebe:
Spatio-Temporal Attention Networks for Action Recognition and Detection. IEEE Trans. Multim. 22(11): 2990-3001 (2020) - [c266]Cristiano Saltori, Stéphane Lathuilière, Nicu Sebe, Elisa Ricci, Fabio Galasso:
SF-UDA3D: Source-Free Unsupervised Domain Adaptation for LiDAR-Based 3D Object Detection. 3DV 2020: 771-780 - [c265]Hao Tang, Song Bai, Philip H. S. Torr, Nicu Sebe:
Bipartite Graph Reasoning GANs for Person Image Generation. BMVC 2020 - [c264]Yifan Yang, Guorong Li, Zhe Wu, Li Su, Qingming Huang, Nicu Sebe:
Reverse Perspective Network for Perspective-Aware Object Counting. CVPR 2020: 4373-4382 - [c263]Zhenyu Zhang, Stéphane Lathuilière, Elisa Ricci, Nicu Sebe, Yan Yan, Jian Yang:
Online Depth Learning Against Forgetting in Monocular Videos. CVPR 2020: 4493-4502 - [c262]Hao Tang, Dan Xu, Yan Yan, Philip H. S. Torr, Nicu Sebe:
Local Class-Specific and Global Image-Level Generative Adversarial Networks for Semantic-Guided Scene Generation. CVPR 2020: 7867-7876 - [c261]Yifan Yang, Guorong Li, Zhe Wu, Li Su, Qingming Huang, Nicu Sebe:
Weakly-Supervised Crowd Counting Learns from Sorting Rather Than Locations. ECCV (8) 2020: 1-17 - [c260]Hao Tang, Song Bai, Li Zhang, Philip H. S. Torr, Nicu Sebe:
XingGAN for Person Image Generation. ECCV (25) 2020: 717-734 - [c259]Samuel Felipe dos Santos, Nicu Sebe, Jurandy Almeida:
The Good, The Bad, and The Ugly: Neural Networks Straight From JPEG. ICIP 2020: 1896-1900 - [c258]Matteo Moro, Claudio Andreatta, Chiara Corridori, Paolo Rota, Niculae Sebe:
An Online Deep Learning Based System for Defects Detection in Glass Panels. ICPR Workshops (4) 2020: 506-522 - [c257]Aliaksandr Siarohin, Subhankar Roy, Stéphane Lathuilière, Sergey Tulyakov, Elisa Ricci, Nicu Sebe:
Motion-supervised Co-Part Segmentation. ICPR 2020: 9650-9657 - [c256]Yongguo Ling, Zhun Zhong, Zhiming Luo, Paolo Rota, Shaozi Li, Nicu Sebe:
Class-Aware Modality Mix and Center-Guided Metric Learning for Visible-Thermal Person Re-Identification. ACM Multimedia 2020: 889-897 - [c255]Yahui Liu, Marco De Nadai, Deng Cai, Huayang Li, Xavier Alameda-Pineda, Nicu Sebe, Bruno Lepri:
Describe What to Change: A Text-guided Unsupervised Image-to-image Translation Approach. ACM Multimedia 2020: 1357-1365 - [c254]Jichao Zhang, Jingjing Chen, Hao Tang, Wei Wang, Yan Yan, Enver Sangineto, Nicu Sebe:
Dual In-painting Model for Unsupervised Gaze Correction and Animation in the Wild. ACM Multimedia 2020: 1588-1596 - [c253]Hao Tang, Song Bai, Nicu Sebe:
Dual Attention GANs for Semantic Image Synthesis. ACM Multimedia 2020: 1994-2002 - [c252]Raul Gomez, Yahui Liu, Marco De Nadai, Dimosthenis Karatzas, Bruno Lepri, Nicu Sebe:
Retrieval Guided Unsupervised Multi-domain Image to Image Translation. ACM Multimedia 2020: 3164-3172 - [c251]Xavier Alameda-Pineda, Miriam Redi, Jahna Otterbacher, Nicu Sebe, Shih-Fu Chang:
FATE/MM 20: 2nd International Workshop on Fairness, Accountability, Transparency and Ethics in MultiMedia. ACM Multimedia 2020: 4761-4762 - [c250]Aleksandr Ermolov, Nicu Sebe:
Latent World Models For Intrinsically Motivated Exploration. NeurIPS 2020 - [c249]Stéphane Lathuilière, Enver Sangineto, Aliaksandr Siarohin, Nicu Sebe:
Attention-based Fusion for Multi-source Human Image Generation. WACV 2020: 428-437 - [i90]Jurandy Almeida, Cristiano Saltori, Paolo Rota, Nicu Sebe:
Low-Budget Unsupervised Label Query through Domain Alignment Enforcement. CoRR abs/2001.00238 (2020) - [i89]Hao Tang, Dan Xu, Yan Yan, Jason J. Corso, Philip H. S. Torr, Nicu Sebe:
Multi-Channel Attention Selection GANs for Guided Image-to-Image Translation. CoRR abs/2002.01048 (2020) - [i88]Aliaksandr Siarohin, Stéphane Lathuilière, Sergey Tulyakov, Elisa Ricci, Nicu Sebe:
First Order Motion Model for Image Animation. CoRR abs/2003.00196 (2020) - [i87]Mariana-Iuliana Georgescu, Radu Tudor Ionescu, Nicolae-Catalin Ristea, Nicu Sebe:
Non-linear Neurons with Human-like Apical Dendrite Activations. CoRR abs/2003.03229 (2020) - [i86]Yahui Liu, Marco De Nadai, Jian Yao, Nicu Sebe, Bruno Lepri, Xavier Alameda-Pineda:
GMM-UNIT: Unsupervised Multi-Domain and Multi-Modal Image-to-Image Translation via Attribute Gaussian Mixture Modeling. CoRR abs/2003.06788 (2020) - [i85]Hao Tang, Xiaojuan Qi, Dan Xu, Philip H. S. Torr, Nicu Sebe:
Edge Guided GANs with Semantic Preserving for Semantic Image Synthesis. CoRR abs/2003.13898 (2020) - [i84]Jingjing Chen, Jichao Zhang, Jiayuan Fan, Tao Chen, Enver Sangineto, Nicu Sebe:
MGGR: MultiModal-Guided Gaze Redirection with Coarse-to-Fine Learning. CoRR abs/2004.03064 (2020) - [i83]Aliaksandr Siarohin, Subhankar Roy, Stéphane Lathuilière, Sergey Tulyakov, Elisa Ricci, Nicu Sebe:
Motion-supervised Co-Part Segmentation. CoRR abs/2004.03234 (2020) - [i82]Haotong Qin, Ruihao Gong, Xianglong Liu, Xiao Bai, Jingkuan Song, Nicu Sebe:
Binary Neural Networks: A Survey. CoRR abs/2004.03333 (2020) - [i81]Zhun Zhong, Linchao Zhu, Zhiming Luo, Shaozi Li, Yi Yang, Nicu Sebe:
OpenMix: Reviving Known Knowledge for Discovering Novel Visual Categories in An Open World. CoRR abs/2004.05551 (2020) - [i80]Shreya Ghosh, Abhinav Dhall, Garima Sharma, Sarthak Gupta, Nicu Sebe:
Speak2Label: Using Domain Knowledge for Creating a Large Scale Driver Gaze Zone Estimation Dataset. CoRR abs/2004.05973 (2020) - [i79]Subhankar Roy, Aliaksandr Siarohin, Enver Sangineto, Nicu Sebe, Elisa Ricci:
TriGAN: Image-to-Image Translation for Multi-Source Domain Adaptation. CoRR abs/2004.08769 (2020) - [i78]Weiyao Lin, Huabin Liu, Shizhan Liu, Yuxi Li, Guo-Jun Qi, Rui Qian, Tao Wang, Nicu Sebe, Ning Xu, Hongkai Xiong, Mubarak Shah:
Human in Events: A Large-Scale Benchmark for Human-centric Video Analysis in Complex Events. CoRR abs/2005.04490 (2020) - [i77]Hao Tang, Hong Liu, Wei Xiao, Nicu Sebe:
When Dictionary Learning Meets Deep Learning: Deep Dictionary Learning and Coding Network for Image Recognition with Limited Data. CoRR abs/2005.10940 (2020) - [i76]Aleksandr Ermolov, Aliaksandr Siarohin, Enver Sangineto, Nicu Sebe:
Whitening for Self-Supervised Representation Learning. CoRR abs/2007.06346 (2020) - [i75]Hao Tang, Song Bai, Li Zhang, Philip H. S. Torr, Nicu Sebe:
XingGAN for Person Image Generation. CoRR abs/2007.09278 (2020) - [i74]Lucas Tabelini Torres, Rodrigo Ferreira Berriel, Thiago M. Paixão, Alberto F. De Souza, Claudine Badue, Nicu Sebe, Thiago Oliveira-Santos:
Deep Traffic Sign Detection and Recognition Without Target Domain Real Images. CoRR abs/2008.00962 (2020) - [i73]Jichao Zhang, Jingjing Chen, Hao Tang, Wei Wang, Yan Yan, Enver Sangineto, Nicu Sebe:
Dual In-painting Model for Unsupervised Gaze Correction and Animation in the Wild. CoRR abs/2008.03834 (2020) - [i72]Yahui Liu, Marco De Nadai, Deng Cai, Huayang Li, Xavier Alameda-Pineda, Nicu Sebe, Bruno Lepri:
Describe What to Change: A Text-guided Unsupervised Image-to-Image Translation Approach. CoRR abs/2008.04200 (2020) - [i71]