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2020 – today
- 2024
- [j32]Shereena Shaji, Rahul Krishnan Pathinarupothi, Ramesh Guntha, Ravi Sankaran, Prakash Ishwar, K. A. Unnikrishna Menon, Maneesha Vinodini Ramesh:
IoMT and AI Enabled Time Critical System for Tele-Cardiac Rehabilitation. IEEE Access 12: 81122-81136 (2024) - [c110]Ruijie Jiang, Thuan Nguyen, Prakash Ishwar, Shuchin Aeron:
Supervised Contrastive Learning with Hard Negative Samples. IJCNN 2024: 1-8 - [c109]Thuan Nguyen, Ruijie Jiang, Shuchin Aeron, Prakash Ishwar, D. Richard Brown:
On Neural Collapse in Contrastive Learning with Imbalanced Datasets. MLSP 2024: 1-6 - [i53]Isidora Chara Tourni, Lei Guo, Hengchang Hu, Edward Halim, Prakash Ishwar, Taufiq Husada Daryanto, Mona Jalal, Boqi Chen, Margrit Betke, Fabian Zhafransyah, Sha Lai, Derry Tanti Wijaya:
Detecting Frames in News Headlines and Lead Images in U.S. Gun Violence Coverage. CoRR abs/2406.17213 (2024) - [i52]Zijian Chen, Maria Varkanitsa, Prakash Ishwar, Janusz Konrad, Margrit Betke, Swathi Kiran, Archana Venkataraman:
A Lesion-aware Edge-based Graph Neural Network for Predicting Language Ability in Patients with Post-stroke Aphasia. CoRR abs/2409.02303 (2024) - 2023
- [j31]Mertcan Cokbas, Prakash Ishwar, Janusz Konrad:
Spatio-Visual Fusion-Based Person Re-Identification for Overhead Fisheye Images. IEEE Access 11: 46095-46106 (2023) - [j30]Boyang Lyu, Thuan Nguyen, Prakash Ishwar, Matthias Scheutz, Shuchin Aeron:
Barycentric-Alignment and Reconstruction Loss Minimization for Domain Generalization. IEEE Access 11: 49226-49240 (2023) - [j29]Hantian Liu, Claire Cordella, Prakash Ishwar, Margrit Betke, Swathi Kiran:
Consistent long-term practice leads to consistent improvement: Benefits of self-managed therapy for language and cognitive deficits using a digital therapeutic. Frontiers Digit. Health 5 (2023) - [j28]Christy Lin, Daniel L. Sussman, Prakash Ishwar:
Ergodic Limits, Relaxations, and Geometric Properties of Random Walk Node Embeddings. IEEE Trans. Netw. Sci. Eng. 10(1): 346-359 (2023) - [c108]Boyang Lyu, Thuan Nguyen, Matthias Scheutz, Prakash Ishwar, Shuchin Aeron:
A Principled Approach to Model Validation in Domain Generalization. ICASSP 2023: 1-5 - [c107]Saurav Chennuri, Sha Lai, Anne Billot, Maria Varkanitsa, Emily J. Braun, Swathi Kiran, Archana Venkataraman, Janusz Konrad, Prakash Ishwar, Margrit Betke:
Fusion Approaches to Predict Post-stroke Aphasia Severity from Multimodal Neuroimaging Data. ICCV (Workshops) 2023: 2636-2645 - [c106]Ruijie Jiang, Prakash Ishwar, Shuchin Aeron:
Hard Negative Sampling via Regularized Optimal Transport for Contrastive Representation Learning. IJCNN 2023: 1-8 - [c105]Zhangchi Lu, Mertcan Cokbas, Prakash Ishwar, Janusz Konrad:
Estimating Distances Between People Using a Single Overhead Fisheye Camera with Application to Social-Distancing Oversight. VISIGRAPP (5: VISAPP) 2023: 528-535 - [i51]Zhangchi Lu, Mertcan Cokbas, Prakash Ishwar, Janusz Konrad:
Estimating Distances Between People using a Single Overhead Fisheye Camera with Application to Social-Distancing Oversight. CoRR abs/2303.11520 (2023) - [i50]Boyang Lyu, Thuan Nguyen, Matthias Scheutz, Prakash Ishwar, Shuchin Aeron:
A principled approach to model validation in domain generalization. CoRR abs/2304.00629 (2023) - [i49]Ruijie Jiang, Thuan Nguyen, Shuchin Aeron, Prakash Ishwar:
On neural and dimensional collapse in supervised and unsupervised contrastive learning with hard negative sampling. CoRR abs/2311.05139 (2023) - [i48]Dominic Konrad, Zhihao Duan, Mertcan Cokbas, Prakash Ishwar:
Complexity Evaluation of Parallel Execution of the RAPiD Deep-Learning Algorithm on Intel CPU. CoRR abs/2312.06544 (2023) - 2022
- [c104]Mertcan Cokbas, John Bolognino, Janusz Konrad, Prakash Ishwar:
FRIDA: Fisheye Re-Identification Dataset with Annotations. AVSS 2022: 1-8 - [c103]Thuan Nguyen, Boyang Lyu, Prakash Ishwar, Matthias Scheutz, Shuchin Aeron:
Trade-off between reconstruction loss and feature alignment for domain generalization. ICMLA 2022: 794-801 - [c102]Thuan Nguyen, Boyang Lyu, Prakash Ishwar, Matthias Scheutz, Shuchin Aeron:
Conditional entropy minimization principle for learning domain invariant representation features. ICPR 2022: 3000-3006 - [c101]Ge Gao, Sejin Paik, Carley Reardon, Yanling Zhao, Lei Guo, Prakash Ishwar, Margrit Betke, Derry Tanti Wijaya:
Prediction of People's Emotional Response towards Multi-modal News. AACL/IJCNLP (1) 2022: 364-374 - [c100]Sha Lai, Yanru Jiang, Lei Guo, Margrit Betke, Prakash Ishwar, Derry Tanti Wijaya:
An Unsupervised Approach to Discover Media Frames. PoliticalNLP@LREC 2022: 22-31 - [c99]Thuan Nguyen, Boyang Lyu, Prakash Ishwar, Matthias Scheutz, Shuchin Aeron:
Joint Covariate-Alignment and Concept-Alignment: A Framework for Domain Generalization. MLSP 2022: 1-6 - [c98]Mustafa Ozan Tezcan, Zhihao Duan, Mertcan Cokbas, Prakash Ishwar, Janusz Konrad:
WEPDTOF: A Dataset and Benchmark Algorithms for In-the-Wild People Detection and Tracking from Overhead Fisheye Cameras. WACV 2022: 1381-1390 - [i47]Thuan Nguyen, Boyang Lyu, Prakash Ishwar, Matthias Scheutz, Shuchin Aeron:
Conditional entropy minimization principle for learning domain invariant representation features. CoRR abs/2201.10460 (2022) - [i46]Thuan Nguyen, Boyang Lyu, Prakash Ishwar, Matthias Scheutz, Shuchin Aeron:
Joint covariate-alignment and concept-alignment: a framework for domain generalization. CoRR abs/2208.00898 (2022) - [i45]Ruijie Jiang, Thuan Nguyen, Prakash Ishwar, Shuchin Aeron:
Supervised Contrastive Learning with Hard Negative Samples. CoRR abs/2209.00078 (2022) - [i44]Mertcan Cokbas, John Bolognino, Janusz Konrad, Prakash Ishwar:
FRIDA: Fisheye Re-Identification Dataset with Annotations. CoRR abs/2210.01582 (2022) - [i43]Thuan Nguyen, Boyang Lyu, Prakash Ishwar, Matthias Scheutz, Shuchin Aeron:
Trade-off between reconstruction loss and feature alignment for domain generalization. CoRR abs/2210.15000 (2022) - [i42]Mertcan Cokbas, Prakash Ishwar, Janusz Konrad:
Spatio-Visual Fusion-Based Person Re-Identification for Overhead Fisheye Images. CoRR abs/2212.11477 (2022) - 2021
- [j27]Mustafa Ozan Tezcan, Prakash Ishwar, Janusz Konrad:
BSUV-Net 2.0: Spatio-Temporal Data Augmentations for Video-Agnostic Supervised Background Subtraction. IEEE Access 9: 53849-53860 (2021) - [c97]Joshua Bone, Mertcan Cokbas, Mustafa Ozan Tezcan, Janusz Konrad, Prakash Ishwar:
Geometry-Based Person Re-Identification in Fisheye Stereo. AVSS 2021: 1-10 - [c96]Jose Luis Patino, Jonathan Boyle, James M. Ferryman, Jonas Auer, Julian Pegoraro, Roman P. Pflugfelder, Mertcan Cokbas, Janusz Konrad, Prakash Ishwar, Giulia Slavic, Lucio Marcenaro, Yifan Jiang, Youngsaeng Jin, Hanseok Ko, Guangliang Zhao, Guy Ben-Yosef, Jianwei Qiu:
PETS2021: Through-foliage detection and tracking challenge and evaluation. AVSS 2021: 1-10 - [c95]Vibhu Bhatia, Vidya Prasad Akavoor, Sejin Paik, Lei Guo, Mona Jalal, Alyssa Smith, David Assefa Tofu, Edward Edberg Halim, Yimeng Sun, Margrit Betke, Prakash Ishwar, Derry Tanti Wijaya:
OpenFraming: Open-sourced Tool for Computational Framing Analysis of Multilingual Data. EMNLP (Demos) 2021: 242-250 - [c94]Isidora Chara Tourni, Lei Guo, Taufiq Husada Daryanto, Fabian Zhafransyah, Edward Edberg Halim, Mona Jalal, Boqi Chen, Sha Lai, Hengchang Hu, Margrit Betke, Prakash Ishwar, Derry Tanti Wijaya:
Detecting Frames in News Headlines and Lead Images in U.S. Gun Violence Coverage. EMNLP (Findings) 2021: 4037-4050 - [c93]Minxu Peng, Mertcan Cokbas, Unay Dorken Gallastegi, Prakash Ishwar, Janusz Konrad, Brian Kulis, Vivek K. Goyal:
Convolutional Neural Network Denoising of Focused Ion Beam Micrographs. MLSP 2021: 1-6 - [c92]Sha Lai, Anne Billot, Maria Varkanitsa, Emily J. Braun, Brenda Rapp, Todd B. Parrish, Ajay Kurani, James Higgins, David Caplan, Cynthia K. Thompson, Swathi Kiran, Margrit Betke, Prakash Ishwar:
An Exploration of Machine Learning Methods for Predicting Post-stroke Aphasia Recovery. PETRA 2021: 556-564 - [i41]Mustafa Ozan Tezcan, Prakash Ishwar, Janusz Konrad:
BSUV-Net 2.0: Spatio-Temporal Data Augmentations for Video-AgnosticSupervised Background Subtraction. CoRR abs/2101.09585 (2021) - [i40]Boyang Lyu, Thuan Nguyen, Prakash Ishwar, Matthias Scheutz, Shuchin Aeron:
Barycenteric distribution alignment and manifold-restricted invertibility for domain generalization. CoRR abs/2109.01902 (2021) - [i39]Christy Lin, Daniel L. Sussman, Prakash Ishwar:
Ergodic Limits, Relaxations, and Geometric Properties of Random Walk Node Embeddings. CoRR abs/2109.04526 (2021) - [i38]Ruijie Jiang, Prakash Ishwar, Shuchin Aeron:
Hard Negative Sampling via Regularized Optimal Transport for Contrastive Representation Learning. CoRR abs/2111.03169 (2021) - 2020
- [c91]Afra Feyza Akyürek, Lei Guo, Randa I. Elanwar, Prakash Ishwar, Margrit Betke, Derry Tanti Wijaya:
Multi-Label and Multilingual News Framing Analysis. ACL 2020: 8614-8624 - [c90]Mertcan Cokbas, Prakash Ishwar, Janusz Konrad:
Low-Resolution Overhead Thermal Tripwire for Occupancy Estimation. CVPR Workshops 2020: 398-406 - [c89]Zhihao Duan, Mustafa Ozan Tezcan, Hayato Nakamura, Prakash Ishwar, Janusz Konrad:
RAPiD: Rotation-Aware People Detection in Overhead Fisheye Images. CVPR Workshops 2020: 2700-2709 - [c88]Jiawei Chen, Janusz Konrad, Prakash Ishwar:
A Cyclically-Trained Adversarial Network for Invariant Representation Learning. CVPR Workshops 2020: 3393-3402 - [c87]Mustafa Ozan Tezcan, Prakash Ishwar, Janusz Konrad:
BSUV-Net: A Fully-Convolutional Neural Network for Background Subtraction of Unseen Videos. WACV 2020: 2763-2772 - [i37]Hiroki Kawai, Jiawei Chen, Prakash Ishwar, Janusz Konrad:
VAE/WGAN-Based Image Representation Learning For Pose-Preserving Seamless Identity Replacement In Facial Images. CoRR abs/2003.00641 (2020) - [i36]Mertcan Cokbas, Prakash Ishwar, Janusz Konrad:
Low-Resolution Overhead Thermal Tripwire for Occupancy Estimation. CoRR abs/2004.05685 (2020) - [i35]Zhihao Duan, Mustafa Ozan Tezcan, Hayato Nakamura, Prakash Ishwar, Janusz Konrad:
RAPiD: Rotation-Aware People Detection in Overhead Fisheye Images. CoRR abs/2005.11623 (2020) - [i34]Alyssa Smith, David Assefa Tofu, Mona Jalal, Edward Edberg Halim, Yimeng Sun, Vidya Akavoor, Margrit Betke, Prakash Ishwar, Lei Guo, Derry Wijaya:
OpenFraming: We brought the ML; you bring the data. Interact with your data and discover its frames. CoRR abs/2008.06974 (2020)
2010 – 2019
- 2019
- [j26]Napa Sae-Bae, Jonathan Wu, Nasir D. Memon, Janusz Konrad, Prakash Ishwar:
Emerging NUI-Based Methods for User Authentication: A New Taxonomy and Survey. IEEE Trans. Biom. Behav. Identity Sci. 1(1): 5-31 (2019) - [c86]Yihao Hu, Ari Trachtenberg, Prakash Ishwar:
Collaborative Privacy for Web Applications. Allerton 2019: 460-469 - [c85]Ardhendu Tripathy, Ye Wang, Prakash Ishwar:
Privacy-Preserving Adversarial Networks. Allerton 2019: 495-505 - [c84]Shengye Li, Mustafa Ozan Tezcan, Prakash Ishwar, Janusz Konrad:
Supervised People Counting Using An Overhead Fisheye Camera. AVSS 2019: 1-8 - [c83]Jinyuan Zhao, Natalia Frumkin, Prakash Ishwar, Janusz Konrad:
CNN-Based Indoor Occupant Localization via Active Scene Illumination. ICIP 2019: 2636-2640 - [c82]Hiroki Kawai, Jiawei Chen, Prakash Ishwar, Janusz Konrad:
Vae/Wgan-Based Image Representation Learning For Pose-Preserving Seamless Identity Replacement In Facial Images. MLSP 2019: 1-6 - [i33]Yihao Hu, Ari Trachtenberg, Prakash Ishwar:
Collaborative Privacy for Web Applications. CoRR abs/1901.03383 (2019) - [i32]Mehrnoosh Sameki, Sha Lai, Kate K. Mays, Lei Guo, Prakash Ishwar, Margrit Betke:
BUOCA: Budget-Optimized Crowd Worker Allocation. CoRR abs/1901.06237 (2019) - [i31]Jiawei Chen, Janusz Konrad, Prakash Ishwar:
A Cyclically-Trained Adversarial Network for Invariant Representation Learning. CoRR abs/1906.09313 (2019) - [i30]Mustafa Ozan Tezcan, Janusz Konrad, Prakash Ishwar:
A Fully-Convolutional Neural Network for Background Subtraction of Unseen Videos. CoRR abs/1907.11371 (2019) - 2018
- [c81]Jiawei Chen, Janusz Konrad, Prakash Ishwar:
VGAN-Based Image Representation Learning for Privacy-Preserving Facial Expression Recognition. CVPR Workshops 2018: 1570-1579 - [c80]Jinyuan Zhao, Natalia Frumkin, Janusz Konrad, Prakash Ishwar:
Privacy-Preserving Indoor Localization via Active Scene Illumination. CVPR Workshops 2018: 1580-1589 - [c79]P. Durga, Rahul Krishnan Pathinarupothi, Ekanath Srihari Rangan, Prakash Ishwar:
When Less is Better: A Summarization Technique that Enhances Clinical Effectiveness of Data. DH 2018: 116-120 - [i29]Jiawei Chen, Janusz Konrad, Prakash Ishwar:
VGAN-Based Image Representation Learning for Privacy-Preserving Facial Expression Recognition. CoRR abs/1803.07100 (2018) - 2017
- [j25]Weicong Ding, Christy Lin, Prakash Ishwar:
Node Embedding via Word Embedding for Network Community Discovery. IEEE Trans. Signal Inf. Process. over Networks 3(3): 539-552 (2017) - [c78]Jinyuan Zhao, Prakash Ishwar, Janusz Konrad:
Privacy-preserving indoor localization via light transport analysis. ICASSP 2017: 3331-3335 - [c77]Christy Lin, Prakash Ishwar, Weicong Ding:
Node embedding for network community discovery. ICASSP 2017: 4129-4133 - [c76]Ye Wang, Nisarg Raval, Prakash Ishwar, Mitsuhiro Hattori, Takato Hirano, Nori Matsuda, Rina Shimizu:
On methods for privacy-preserving energy disaggregation. ICASSP 2017: 6404-6408 - [c75]Jiawei Chen, Jonathan Wu, Janusz Konrad, Prakash Ishwar:
Semi-Coupled Two-Stream Fusion ConvNets for Action Recognition at Extremely Low Resolutions. WACV 2017: 139-147 - [i28]Ye Wang, Yuksel Ozan Basciftci, Prakash Ishwar:
Privacy-Utility Tradeoffs under Constrained Data Release Mechanisms. CoRR abs/1710.09295 (2017) - [i27]Ardhendu Tripathy, Ye Wang, Prakash Ishwar:
Privacy-Preserving Adversarial Networks. CoRR abs/1712.07008 (2017) - 2016
- [j24]Weicong Ding, Prakash Ishwar, Venkatesh Saligrama:
A Provably Efficient Algorithm for Separable Topic Discovery. IEEE J. Sel. Top. Signal Process. 10(4): 712-725 (2016) - [c74]Douglas Roeper, Jiawei Chen, Janusz Konrad, Prakash Ishwar:
Privacy-preserving, indoor occupant localization using a network of single-pixel sensors. AVSS 2016: 214-220 - [c73]Jonathan Wu, Prakash Ishwar, Janusz Konrad:
Two-Stream CNNs for Gesture-Based Verification and Identification: Learning User Style. CVPR Workshops 2016: 110-118 - [c72]Yuksel Ozan Basciftci, Ye Wang, Prakash Ishwar:
On privacy-utility tradeoffs for constrained data release mechanisms. ITA 2016: 1-6 - [c71]Jiawei Chen, Jonathan Wu, Kristi Richter, Janusz Konrad, Prakash Ishwar:
Estimating head pose orientation using extremely low resolution images. SSIAI 2016: 65-68 - [i26]Jiawei Chen, Jonathan Wu, Janusz Konrad, Prakash Ishwar:
Semi-Coupled Two-Stream Fusion ConvNets for Action Recognition at Extremely Low Resolutions. CoRR abs/1610.03898 (2016) - [i25]Weicong Ding, Christy Lin, Prakash Ishwar:
Node Embedding via Word Embedding for Network Community Discovery. CoRR abs/1611.03028 (2016) - 2015
- [j23]Limor Martin, Ahmet Tuysuzoglu, W. Clem Karl, Prakash Ishwar:
Learning-Based Object Identification and Segmentation Using Dual-Energy CT Images for Security. IEEE Trans. Image Process. 24(11): 4069-4081 (2015) - [c70]Weicong Ding, Prakash Ishwar, Venkatesh Saligrama:
A Topic Modeling Approach to Ranking. AISTATS 2015 - [c69]Ji Dai, Jonathan Wu, Behrouz Saghafi, Janusz Konrad, Prakash Ishwar:
Towards privacy-preserving activity recognition using extremely low temporal and spatial resolution cameras. CVPR Workshops 2015: 68-76 - [c68]Weicong Ding, Prakash Ishwar, Venkatesh Saligrama:
Learning shared rankings from mixtures of noisy pairwise comparisons. ICASSP 2015: 5446-5450 - [c67]Jonathan Wu, James Christianson, Janusz Konrad, Prakash Ishwar:
Leveraging shape and depth in user authentication from in-air hand gestures. ICIP 2015: 3195-3199 - [c66]Ji Dai, Behrouz Saghafi, Jonathan Wu, Janusz Konrad, Prakash Ishwar:
Towards privacy-preserving recognition of human activities. ICIP 2015: 4238-4242 - [c65]Weicong Ding, Prakash Ishwar, Venkatesh Saligrama:
Most large topic models are approximately separable. ITA 2015: 199-203 - [i24]Weicong Ding, Prakash Ishwar, Venkatesh Saligrama:
Learning Mixed Membership Mallows Models from Pairwise Comparisons. CoRR abs/1504.00757 (2015) - [i23]Weicong Ding, Prakash Ishwar, Venkatesh Saligrama:
Necessary and Sufficient Conditions and a Provably Efficient Algorithm for Separable Topic Discovery. CoRR abs/1508.05565 (2015) - 2014
- [j22]Nil Goyette, Pierre-Marc Jodoin, Fatih Murat Porikli, Janusz Konrad, Prakash Ishwar:
A Novel Video Dataset for Change Detection Benchmarking. IEEE Trans. Image Process. 23(11): 4663-4679 (2014) - [c64]Weicong Ding, Mohammad H. Rohban, Prakash Ishwar, Venkatesh Saligrama:
Efficient Distributed Topic Modeling with Provable Guarantees. AISTATS 2014: 167-175 - [c63]Jonathan Wu, Prakash Ishwar, Janusz Konrad:
Silhouettes versus skeletons in gesture-based authentication with Kinect. AVSS 2014: 99-106 - [c62]Limor Martin, Ahmet Tuysuzoglu, Prakash Ishwar, W. Clem Karl:
Joint metal artifact reduction and material discrimination in X-ray CT using a learning-based graph-cut method. Computational Imaging 2014: 902007 - [c61]Jonathan Wu, Janusz Konrad, Prakash Ishwar:
The Value of Multiple Viewpoints in Gesture-Based User Authentication. CVPR Workshops 2014: 90-97 - [c60]Yi Wang, Pierre-Marc Jodoin, Fatih Murat Porikli, Janusz Konrad, Yannick Benezeth, Prakash Ishwar:
CDnet 2014: An Expanded Change Detection Benchmark Dataset. CVPR Workshops 2014: 393-400 - [c59]Limor Martin, William Clement Karl, Prakash Ishwar:
Structure-preserving dual-energy CT for luggage screening. ICASSP 2014: 1175-1179 - [c58]Weicong Ding, Prakash Ishwar, Venkatesh Saligrama, W. Clem Karl:
Sensing-aware kernel SVM. ICASSP 2014: 2947-2951 - [c57]Jonathan Wu, Prakash Ishwar, Janusz Konrad:
The value of posture, build and dynamics in gesture-based user authentication. IJCB 2014: 1-8 - [c56]Ye Wang, Prakash Ishwar, Shantanu Rane:
An elementary completeness proof for secure two-party computation primitives. ITW 2014: 521-525 - [i22]Ye Wang, Prakash Ishwar, Shantanu Rane:
Secure Two-Party Sampling Primitives are either Useless or Complete. CoRR abs/1402.4360 (2014) - [i21]Prakash Ishwar:
A note on the sum-rate-distortion function of some lossy source coding problems involving infinite-valued distortion functions. CoRR abs/1408.0586 (2014) - [i20]Weicong Ding, Prakash Ishwar, Venkatesh Saligrama:
A Topic Modeling Approach to Ranking. CoRR abs/1412.3705 (2014) - 2013
- [j21]Shantanu Rane, Ye Wang, Stark C. Draper, Prakash Ishwar:
Secure Biometrics: Concepts, Authentication Architectures, and Challenges. IEEE Signal Process. Mag. 30(5): 51-64 (2013) - [j20]Kai Guo, Prakash Ishwar, Janusz Konrad:
Action Recognition From Video Using Feature Covariance Matrices. IEEE Trans. Image Process. 22(6): 2479-2494 (2013) - [j19]Janusz Konrad, Meng Wang, Prakash Ishwar, Chen Wu, Debargha Mukherjee:
Learning-Based, Automatic 2D-to-3D Image and Video Conversion. IEEE Trans. Image Process. 22(9): 3485-3496 (2013) - [j18]Nan Ma, Prakash Ishwar:
The Infinite-Message Limit of Two-Terminal Interactive Source Coding. IEEE Trans. Inf. Theory 59(7): 4071-4094 (2013) - [c55]Weicong Ding, Prakash Ishwar, Venkatesh Saligrama:
Dynamic topic discovery through sequential projections. ACSSC 2013: 1100-1104 - [c54]Ye Wang, Shantanu Rane, Prakash Ishwar:
On unconditionally secure multiparty computation for realizing correlated equilibria in games. GlobalSIP 2013: 241-244 - [c53]Jonathan Wu, Janusz Konrad, Prakash Ishwar:
Dynamic time warping for gesture-based user identification and authentication with Kinect. ICASSP 2013: 2371-2375 - [c52]Weicong Ding, Mohammad H. Rohban, Prakash Ishwar, Venkatesh Saligrama:
A new geometric approach to latent topic modeling and discovery. ICASSP 2013: 5568-5572 - [c51]Weicong Ding, Mohammad Hossein Rohban, Prakash Ishwar, Venkatesh Saligrama:
Topic Discovery through Data Dependent and Random Projections. ICML (3) 2013: 1202-1210 - [c50]Ye Wang, Prakash Ishwar, Shantanu Rane:
Information-theoretically secure three-party computation with One corrupted party. ISIT 2013: 3160-3164 - [c49]Mohammad H. Rohban, Prakash Ishwar, Burkay Orten, William Clement Karl, Venkatesh Saligrama:
An impossibility result for high dimensional supervised learning. ITW 2013: 1-5 - [i19]Weicong Ding, Mohammad H. Rohban, Prakash Ishwar, Venkatesh Saligrama:
Topic Discovery through Data Dependent and Random Projections. CoRR abs/1303.3664 (2013) - [i18]Shantanu Rane, Ye Wang, Stark C. Draper, Prakash Ishwar:
Secure Biometrics: Concepts, Authentication Architectures and Challenges. CoRR abs/1305.4832 (2013) - [i17]Weicong Ding, Prakash Ishwar, Mohammad H. Rohban, Venkatesh Saligrama:
Necessary and Sufficient Conditions for Novel Word Detection in Separable Topic Models. CoRR abs/1310.7994 (2013) - [i16]Ye Wang, Shantanu Rane, Prakash Ishwar:
On Unconditionally Secure Multiparty Computation for Realizing Correlated Equilibria in Games. CoRR abs/1311.1490 (2013) - [i15]Weicong Ding, Prakash Ishwar, Venkatesh Saligrama, W. Clem Karl:
Sensing-Aware Kernel SVM. CoRR abs/1312.0512 (2013) - 2012
- [j17]Ye Wang, Shantanu Rane, Stark C. Draper, Prakash Ishwar:
A Theoretical Analysis of Authentication, Privacy, and Reusability Across Secure Biometric Systems. IEEE Trans. Inf. Forensics Secur. 7(6): 1825-1840 (2012) - [j16]Nan Ma, Prakash Ishwar:
Erratum to "On Delayed Sequential Coding of Correlated Sources". IEEE Trans. Inf. Theory 58(6): 4074 (2012) - [j15]Nan Ma, Prakash Ishwar, Piyush Gupta:
Interactive Source Coding for Function Computation in Collocated Networks. IEEE Trans. Inf. Theory 58(7): 4289-4305 (2012) - [c48]Kam Lai, Janusz Konrad, Prakash Ishwar:
Towards Gesture-Based User Authentication. AVSS 2012: 282-287 - [c47]Nil Goyette, Pierre-Marc Jodoin, Fatih Porikli, Janusz Konrad, Prakash Ishwar:
Changedetection.net: A new change detection benchmark dataset. CVPR Workshops 2012: 1-8 - [c46]Janusz Konrad, Meng Wang, Prakash Ishwar:
2D-to-3D image conversion by learning depth from examples. CVPR Workshops 2012: 16-22 - [c45]Janusz Konrad, G. Brown, Meng Wang, Prakash Ishwar, Chen Wu, Debargha Mukherjee:
Automatic 2D-to-3D image conversion using 3D examples from the internet. SD&A 2012: 82880F - [c44]Meng Wang, Prakash Ishwar, Janusz Konrad, Cenk Gazen, Rohit Saboo:
Coherent image selection using a fast approximation to the generalized traveling salesman problem. ACM Multimedia 2012: 981-984 - [c43]Kam Lai, Janusz Konrad, Prakash Ishwar:
A gesture-driven computer interface using Kinect. SSIAI 2012: 185-188 - [c42]Zachary Sun, W. Clem Karl, Prakash Ishwar, Venkatesh Saligrama:
Sensing aware dimensionality reduction for nearest neighbor classification of high dimensional signals. SSP 2012: 405-408 - [i14]Ye Wang, Prakash Ishwar, Shantanu Rane:
Information-Theoretically Secure Three-Party Computation with One Active Adversary. CoRR abs/1206.2669 (2012) - 2011
- [j14]Animesh Kumar, Prakash Ishwar, Kannan Ramchandran:
High-Resolution Distributed Sampling of Bandlimited Fields With Low-Precision Sensors. IEEE Trans. Inf. Theory 57(1): 476-492 (2011) - [j13]Nan Ma, Prakash Ishwar:
On Delayed Sequential Coding of Correlated Sources. IEEE Trans. Inf. Theory 57(6): 3763-3782 (2011) - [j12]Nan Ma, Prakash Ishwar:
Some Results on Distributed Source Coding for Interactive Function Computation. IEEE Trans. Inf. Theory 57(9): 6180-6195 (2011) - [c41]Burkay Orten, Prakash Ishwar, William Clement Karl, Venkatesh Saligrama:
Sensing structure in learning-based binary classification of high-dimensional data. Allerton 2011: 1521-1528 - [c40]Limor Eger, Prakash Ishwar, W. Clem Karl, Homer H. Pien:
Classification-aware dimensionality reduction methods for explosives detection using multi-energy x-ray computed tomography. Computational Imaging 2011: 78730Q - [c39]Meng Wang, Janusz Konrad, Prakash Ishwar, Kevin Jing, Henry A. Rowley:
Image saliency: From intrinsic to extrinsic context. CVPR 2011: 417-424 - [c38]Limor Eger, Synho Do, Prakash Ishwar, W. Clem Karl, Homer H. Pien:
A learning-based approach to explosives detection using Multi-Energy X-Ray Computed Tomography. ICASSP 2011: 2004-2007 - [c37]Burkay Orten, Prakash Ishwar, W. Clem Karl, Venkatesh Saligrama, Homer H. Pien:
Sensing-aware classification with high-dimensional data. ICASSP 2011: 3700-3703 - [c36]Ye Wang, Prakash Ishwar:
On unconditionally secure multi-party sampling from scratch1. ISIT 2011: 1782-1786 - [c35]Ye Wang, Shantanu Rane, Stark C. Draper, Prakash Ishwar:
An information-theoretic analysis of revocability and reusability in secure biometrics. ITA 2011: 331-340 - [i13]Ye Wang, Shantanu Rane, Stark C. Draper, Prakash Ishwar:
A Theoretical Analysis of Authentication, Privacy and Reusability Across Secure Biometric Systems. CoRR abs/1112.5630 (2011) - 2010
- [j11]Animesh Kumar, Prakash Ishwar, Kannan Ramchandran:
Dithered A/D conversion of smooth non-bandlimited signals. IEEE Trans. Signal Process. 58(5): 2654-2666 (2010) - [c34]Ye Wang, Shantanu Rane, Wei Sun, Prakash Ishwar:
On unconditionally secure computation with vanishing communication cost. Allerton 2010: 944-950 - [c33]Kai Guo, Prakash Ishwar, Janusz Konrad:
Action Recognition Using Sparse Representation on Covariance Manifolds of Optical Flow. AVSS 2010: 188-195 - [c32]Kai Guo, Prakash Ishwar, Janusz Konrad:
Action change detection in video by covariance matching of silhouette tunnels. ICASSP 2010: 1110-1113 - [c31]Kai Guo, Prakash Ishwar, Janusz Konrad:
Action Recognition in Video by Sparse Representation on Covariance Manifolds of Silhouette Tunnels. ICPR Contests 2010: 294-305 - [c30]Nan Ma, Prakash Ishwar:
Interaction strictly improves the Wyner-Ziv rate-distortion function. ISIT 2010: 61-65 - [c29]Nan Ma, Prakash Ishwar:
Infinite-message interactive function computation in collocated networks. ISIT 2010: 1868-1872 - [i12]Nan Ma, Prakash Ishwar:
Infinite-message Interactive Function Computation in Collocated Networks. CoRR abs/1001.1763 (2010) - [i11]Nan Ma, Prakash Ishwar:
Interaction Strictly Improves the Wyner-Ziv Rate-distortion function. CoRR abs/1001.2781 (2010) - [i10]Ye Wang, Shantanu Rane, Wei Sun, Prakash Ishwar:
On Unconditionally Secure Computation with Vanishing Communication Cost. CoRR abs/1010.0670 (2010)
2000 – 2009
- 2009
- [j10]Zhuang Li, Prakash Ishwar, Janusz Konrad:
Video Condensation by Ribbon Carving. IEEE Trans. Image Process. 18(11): 2572-2583 (2009) - [j9]Elias Masry, Prakash Ishwar:
Field estimation from randomly located binary noisy sensors. IEEE Trans. Inf. Theory 55(11): 5197-5210 (2009) - [j8]Ye Wang, Prakash Ishwar:
Distributed Field Estimation With Randomly Deployed, Noisy, Binary Sensors. IEEE Trans. Signal Process. 57(3): 1177-1189 (2009) - [c28]Nan Ma, Prakash Ishwar:
Infinite-message distributed source coding for two-terminal interactive computing. Allerton 2009: 1510-1517 - [c27]Ye Wang, Prakash Ishwar:
Bootstrapped oblivious transfer and secure two-party function computation. ISIT 2009: 1303-1307 - [c26]Nan Ma, Prakash Ishwar, Piyush Gupta:
Information-theoretic bounds for multiround function computation in collocated networks. ISIT 2009: 2306-2310 - [c25]Kai Guo, Prakash Ishwar, Janusz Konrad:
Action Recognition in Video by Covariance Matching of Silhouette Tunnels. SIBGRAPI 2009: 299-306 - [i9]Nan Ma, Prakash Ishwar, Piyush Gupta:
Information-Theoretic Bounds for Multiround Function Computation in Collocated Networks. CoRR abs/0901.2356 (2009) - [i8]Ye Wang, Prakash Ishwar:
Bootstrapped Oblivious Transfer and Secure Two-Party Function Computation. CoRR abs/0902.0822 (2009) - [i7]Nan Ma, Prakash Ishwar:
Infinite-message Distributed Source Coding for Two-terminal Interactive Computing. CoRR abs/0908.3512 (2009) - 2008
- [j7]Ye Wang, Prakash Ishwar, Venkatesh Saligrama:
One-Bit Distributed Sensing and Coding for Field Estimation in Sensor Networks. IEEE Trans. Signal Process. 56(9): 4433-4445 (2008) - [c24]Nan Ma, Prakash Ishwar:
Two-terminal distributed source coding with alternating messages for function computation. ISIT 2008: 51-55 - [c23]Huifang Qin, Animesh Kumar, Kannan Ramchandran, Jan M. Rabaey, Prakash Ishwar:
Error-Tolerant SRAM Design for Ultra-Low Power Standby Operation. ISQED 2008: 30-34 - [c22]Animesh Kumar, Huifang Qin, Prakash Ishwar, Jan M. Rabaey, Kannan Ramchandran:
Fundamental Data Retention Limits in SRAM Standby Experimental Results. ISQED 2008: 92-97 - [i6]Nan Ma, Prakash Ishwar:
Two-terminal Distributed Source Coding with Alternating Messages for Function Computation. CoRR abs/0801.0756 (2008) - 2007
- [c21]Animesh Kumar, Huifang Qin, Prakash Ishwar, Jan M. Rabaey, Kannan Ramchandran:
Fundamental Redundancy Versus Power Trade-Off in Standby SRAM. ICASSP (2) 2007: 85-88 - [c20]Animesh Kumar, Huifang Qin, Prakash Ishwar, Jan M. Rabaey, Kannan Ramchandran:
Fundamental Bounds on Power Reduction during Data-Retention in Standby SRAM. ISCAS 2007: 1867-1870 - [c19]Ye Wang, Prakash Ishwar:
On Non-Parametric Field Estimation using Randomly Deployed, Noisy, Binary Sensors. ISIT 2007: 686-690 - [c18]Nan Ma, Prakash Ishwar:
The Value of Frame-Delays in the Sequential Coding of Correlated Sources. ISIT 2007: 1496-1500 - [c17]Masoud Sharif, Prakash Ishwar:
Benefit of Delay on the Diversity-Multiplexing Tradeoffs of MIMO Channels with Partial CSI. ISIT 2007: 2831-2835 - [i5]Ye Wang, Prakash Ishwar:
On Non-Parametric Field Estimation using Randomly Deployed, Noisy, Binary Sensors. CoRR abs/0706.0685 (2007) - [i4]Masoud Sharif, Prakash Ishwar:
Benefit of Delay on the Diversity-Multiplexing Tradeoffs of MIMO Channels with Partial CSI. CoRR abs/0707.2176 (2007) - [i3]Ye Wang, Prakash Ishwar, Venkatesh Saligrama:
One-bit Distributed Sensing and Coding for Field Estimation in Sensor Networks. CoRR abs/cs/0701196 (2007) - [i2]Nan Ma, Ye Wang, Prakash Ishwar:
Delayed Sequential Coding of Correlated Sources. CoRR abs/cs/0701197 (2007) - 2006
- [j6]Rohit Puri, Abhik Majumdar, Prakash Ishwar, Kannan Ramchandran:
Distributed video coding in wireless sensor networks. IEEE Signal Process. Mag. 23(4): 94-106 (2006) - [c16]Prakash Ishwar, Vinod M. Prabhakaran, Kannan Ramchandran:
On Source Encoding with Side-information Under Ambiguous State of Nature. ISIT 2006: 479-483 - 2005
- [j5]Prakash Ishwar, Rohit Puri, Kannan Ramchandran, S. Sandeep Pradhan:
On rate-constrained distributed estimation in unreliable sensor networks. IEEE J. Sel. Areas Commun. 23(4): 765-775 (2005) - [j4]Prakash Ishwar, Pierre Moulin:
On the Existence and Characterization of the Maxent Distribution Under General Moment Inequality Constraints. IEEE Trans. Inf. Theory 51(9): 3322-3333 (2005) - [c15]Abhik Majumdar, Rohit Puri, Prakash Ishwar, Kannan Ramchandran:
Complexity/performance trade-offs for robust distributed video coding. ICIP (2) 2005: 678-681 - [c14]Stark C. Draper, Prakash Ishwar, David Molnar, Vinod M. Prabhakaran, Kannan Ramchandran, Daniel Schonberg, David A. Wagner:
An Analysis of Empirical PMF Based Tests for Least Significant Bit Image Steganography. Information Hiding 2005: 327-341 - [i1]Prakash Ishwar, Pierre Moulin:
On the existence and characterization of the maxent distribution under general moment inequality constraints. CoRR abs/cs/0506013 (2005) - 2004
- [j3]Mark Johnson, Prakash Ishwar, Vinod M. Prabhakaran, Daniel Schonberg, Kannan Ramchandran:
On compressing encrypted data. IEEE Trans. Signal Process. 52(10): 2992-3006 (2004) - [c13]Animesh Kumar, Prakash Ishwar, Kannan Ramchandran:
On distributed sampling of bandlimited and non-bandlimited sensor fields. ICASSP (3) 2004: 925-928 - [c12]Prakash Ishwar, Kannan Ramchandran:
On decoder-latency versus performance tradeoffs in differential predictive coding. ICIP 2004: 1097-1100 - [c11]Animesh Kumar, Prakash Ishwar, Kannan Ramchandran:
On distributed sampling of smooth non-bandlimited fields. IPSN 2004: 89-98 - [c10]Prakash Ishwar, Vinod M. Prabhakaran, Kannan Ramchandran:
Compressing encrypted sources using side-information coding. ISIT 2004: 210 - 2003
- [j2]Prakash Ishwar, Pierre Moulin:
On the equivalence of set-theoretic and maxent MAP estimation. IEEE Trans. Signal Process. 51(3): 698-713 (2003) - [c9]Prakash Ishwar, Vinod M. Prabhakaran, Kannan Ramchandran:
Towards a theory for video coding using distributed compression principles. ICIP (2) 2003: 687-690 - [c8]Prakash Ishwar, Animesh Kumar, Kannan Ramchandran:
Distributed Sampling for Dense Sensor Networks: A "Bit-Conservation Principle". IPSN 2003: 17-31 - [c7]Prakash Ishwar, Rohit Puri, S. Sandeep Pradhan, Kannan Ramchandran:
On Rate-Constrained Estimation in Unreliable Sensor Networks. IPSN 2003: 178-192 - 2002
- [b1]Prakash Ishwar:
A Unified Framework for Image Modeling and Estimation Using Measurement Constraints. University of Illinois Urbana-Champaign, USA, 2002 - 2000
- [j1]Prakash Ishwar, Pierre Moulin:
On spatial adaptation of motion-field smoothness in video coding. IEEE Trans. Circuits Syst. Video Technol. 10(6): 980-989 (2000) - [c6]Prakash Ishwar, Pierre Moulin:
Fundamental equivalences between set-theoretic and maximum-entropy methods in multiple-domain image restoration. ICASSP 2000: 161-164 - [c5]Prakash Ishwar, Pierre Moulin:
Shift Invariant Restoration - an Overcomplete Maxent Map Framework. ICIP 2000: 270-272
1990 – 1999
- 1999
- [c4]Prakash Ishwar, Pierre Moulin:
Multiple-Domain Image Modeling and Restoration. ICIP (1) 1999: 362-366 - [c3]Maneesh Singh, Prakash Ishwar, Krishna Ratakonda, Narendra Ahuja:
Segmentation Based Denoising Using Multiple Compaction Domains. ICIP (1) 1999: 372-375 - 1998
- [c2]Prakash Ishwar, Krishna Ratakonda, Pierre Moulin, Narendra Ahuja:
Image denoising using multiple compaction domains. ICASSP 1998: 1889-1892 - 1997
- [c1]Prakash Ishwar, Pierre Moulin:
Switched control grid interpolation for motion compensated video coding. ICIP (3) 1997: 650-653
Coauthor Index
aka: William Clement Karl
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