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ORCIDBalakrishnan Varadarajan
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2020 – today
- 2024
[c20]Yunyang Xiong, Bala Varadarajan, Lemeng Wu, Xiaoyu Xiang, Fanyi Xiao, Chenchen Zhu, Xiaoliang Dai, Dilin Wang, Fei Sun, Forrest N. Iandola, Raghuraman Krishnamoorthi, Vikas Chandra:
EfficientSAM: Leveraged Masked Image Pretraining for Efficient Segment Anything. CVPR 2024: 16111-16121- [i9]Xiaoqian Shen, Yunyang Xiong, Changsheng Zhao, Lemeng Wu, Jun Chen, Chenchen Zhu, Zechun Liu, Fanyi Xiao, Balakrishnan Varadarajan, Florian Bordes, Zhuang Liu, Hu Xu, Hyunwoo J. Kim, Bilge Soran, Raghuraman Krishnamoorthi, Mohamed Elhoseiny, Vikas Chandra:
LongVU: Spatiotemporal Adaptive Compression for Long Video-Language Understanding. CoRR abs/2410.17434 (2024) - 2023
- [i8]Yunyang Xiong, Bala Varadarajan, Lemeng Wu, Xiaoyu Xiang, Fanyi Xiao, Chenchen Zhu, Xiaoliang Dai, Dilin Wang, Fei Sun, Forrest N. Iandola, Raghuraman Krishnamoorthi, Vikas Chandra:
EfficientSAM: Leveraged Masked Image Pretraining for Efficient Segment Anything. CoRR abs/2312.00863 (2023) - [i7]Balakrishnan Varadarajan, Bilge Soran, Forrest N. Iandola, Xiaoyu Xiang, Yunyang Xiong, Lemeng Wu, Chenchen Zhu, Raghuraman Krishnamoorthi, Vikas Chandra:
SqueezeSAM: User friendly mobile interactive segmentation. CoRR abs/2312.06736 (2023) - 2022
- [c19]Qiujing Lu, Weiqiao Han, Jeffrey Ling, Minfa Wang, Haoyu Chen, Balakrishnan Varadarajan, Paul Covington:
KEMP: Keyframe-Based Hierarchical End-to-End Deep Model for Long- Term Trajectory Prediction. ICRA 2022: 646-652 - [c18]Balakrishnan Varadarajan, Ahmed Hefny, Avikalp Srivastava, Khaled S. Refaat, Nigamaa Nayakanti, Andre Cornman, Kan Chen, Bertrand Douillard, Chi-Pang Lam, Dragomir Anguelov, Benjamin Sapp:
MultiPath++: Efficient Information Fusion and Trajectory Aggregation for Behavior Prediction. ICRA 2022: 7814-7821 - [i6]Qiujing Lu, Weiqiao Han, Jeffrey Ling, Minfa Wang, Haoyu Chen, Balakrishnan Varadarajan, Paul Covington:
KEMP: Keyframe-Based Hierarchical End-to-End Deep Model for Long-Term Trajectory Prediction. CoRR abs/2205.04624 (2022) - 2021
- [c17]Ekaterina I. Tolstaya, Reza Mahjourian, Carlton Downey, Balakrishnan Varadarajan, Benjamin Sapp, Dragomir Anguelov:
Identifying Driver Interactions via Conditional Behavior Prediction. ICRA 2021: 3473-3479 - [i5]Ekaterina I. Tolstaya, Reza Mahjourian, Carlton Downey, Balakrishnan Varadarajan, Benjamin Sapp, Dragomir Anguelov:
Identifying Driver Interactions via Conditional Behavior Prediction. CoRR abs/2104.09959 (2021) - [i4]Balakrishnan Varadarajan, Ahmed Hefny, Avikalp Srivastava, Khaled S. Refaat, Nigamaa Nayakanti, Andre Cornman, Kan Chen, Bertrand Douillard, Chi-Pang Lam, Dragomir Anguelov, Benjamin Sapp:
MultiPath++: Efficient Information Fusion and Trajectory Aggregation for Behavior Prediction. CoRR abs/2111.14973 (2021) - 2020
- [c16]Hang Zhao, Jiyang Gao, Tian Lan, Chen Sun, Benjamin Sapp, Balakrishnan Varadarajan, Yue Shen, Yi Shen, Yuning Chai, Cordelia Schmid, Congcong Li, Dragomir Anguelov:
TNT: Target-driven Trajectory Prediction. CoRL 2020: 895-904 - [i3]Hang Zhao, Jiyang Gao, Tian Lan, Chen Sun, Benjamin Sapp, Balakrishnan Varadarajan, Yue Shen, Yi Shen, Yuning Chai, Cordelia Schmid, Congcong Li, Dragomir Anguelov:
TNT: Target-driveN Trajectory Prediction. CoRR abs/2008.08294 (2020)
2010 – 2019
- 2019
- [c15]Seong Jae Hwang
, Joonseok Lee, Balakrishnan Varadarajan, Ariel Gordon, Zheng Xu, Apostol Natsev:
Large-Scale Training Framework for Video Annotation. KDD 2019: 2394-2402 - 2018
- [c14]Joonseok Lee, Sami Abu-El-Haija, Balakrishnan Varadarajan, Apostol Natsev:
Collaborative Deep Metric Learning for Video Understanding. KDD 2018: 481-490 - 2016
- [i2]Sami Abu-El-Haija, Nisarg Kothari, Joonseok Lee, Paul Natsev, George Toderici, Balakrishnan Varadarajan, Sudheendra Vijayanarasimhan:
YouTube-8M: A Large-Scale Video Classification Benchmark. CoRR abs/1609.08675 (2016) - 2015
- [i1]Balakrishnan Varadarajan, George Toderici, Sudheendra Vijayanarasimhan, Apostol Natsev:
Efficient Large Scale Video Classification. CoRR abs/1505.06250 (2015) - 2014
- [c13]Abdellah Fourtassi, Thomas Schatz, Balakrishnan Varadarajan, Emmanuel Dupoux:
Exploring the Relative Role of Bottom-up and Top-down Information in Phoneme Learning. ACL (2) 2014: 1-6 - 2013
- [c12]Aren Jansen, Emmanuel Dupoux, Sharon Goldwater, Mark Johnson, Sanjeev Khudanpur, Kenneth Church, Naomi Feldman, Hynek Hermansky, Florian Metze, Richard C. Rose, Mike Seltzer, Pascal Clark, Ian McGraw, Balakrishnan Varadarajan, Erin Bennett, Benjamin Börschinger, Justin T. Chiu, Ewan Dunbar, Abdellah Fourtassi, David Harwath, Chia-ying Lee, Keith D. Levin, Atta Norouzian, Vijayaditya Peddinti, Rachael Richardson, Thomas Schatz, Samuel Thomas:
A summary of the 2012 JHU CLSP workshop on zero resource speech technologies and models of early language acquisition. ICASSP 2013: 8111-8115 - 2011
- [j2]Balakrishnan Varadarajan, Sanjeev Khudanpur, Trac D. Tran:
Stepwise Optimal Subspace Pursuit for Improving Sparse Recovery. IEEE Signal Process. Lett. 18(1): 27-30 (2011) - [c11]Balakrishnan Varadarajan, Sanjeev Khudanpur:
Learning and inference algorithms for partially observed structured switching vector autoregressive models. ICASSP 2011: 1281-1284 - [c10]Balakrishnan Varadarajan, Garimella S. V. S. Sivaram, Sanjeev Khudanpur:
Dirichlet Mixture Models of neural net posteriors for HMM-based speech recognition. ICASSP 2011: 5028-5031 - 2010
- [j1]Dong Yu, Balakrishnan Varadarajan, Li Deng, Alex Acero:
Active learning and semi-supervised learning for speech recognition: A unified framework using the global entropy reduction maximization criterion. Comput. Speech Lang. 24(3): 433-444 (2010)
2000 – 2009
- 2009
- [c9]Balakrishnan Varadarajan, Delip Rao:
$$-extension Hidden Markov Models and Weighted Transducers for Machine Transliteration. NEWS@IJCNLP 2009: 120-123 - [c8]Balakrishnan Varadarajan, Dong Yu, Li Deng, Alex Acero:
Using collective information in semi-supervised learning for speech recognition. ICASSP 2009: 4633-4636 - [c7]Balakrishnan Varadarajan, Dong Yu, Li Deng, Alex Acero:
Maximizing global entropy reduction for active learning in speech recognition. ICASSP 2009: 4721-4724 - [c6]Balakrishnan Varadarajan, Carol E. Reiley, Henry Lin, Sanjeev Khudanpur, Gregory D. Hager:
Data-Derived Models for Segmentation with Application to Surgical Assessment and Training. MICCAI (1) 2009: 426-434 - 2008
- [c5]Balakrishnan Varadarajan, Sanjeev Khudanpur, Emmanuel Dupoux:
Unsupervised Learning of Acoustic Sub-word Units. ACL (2) 2008: 165-168 - [c4]Balakrishnan Varadarajan, Daniel Povey, Selina M. Chu:
Quick fmllr for speaker adaptation in speech recognition. ICASSP 2008: 4297-4300 - [c3]Daniel Povey, Selina M. Chu, Balakrishnan Varadarajan:
Universal background model based speech recognition. ICASSP 2008: 4561-4564 - [c2]Balakrishnan Varadarajan, Sanjeev Khudanpur:
Automatically learning speaker-independent acoustic subword units. INTERSPEECH 2008: 1333-1336 - [c1]Carol E. Reiley, Henry C. Lin, Balakrishnan Varadarajan, Balázs Vágvölgyi, Sanjeev Khudanpur, David D. Yuh, Gregory D. Hager:
Automatic Recognition of Surgical Motions Using Statistical Modeling for Capturing Variability. MMVR 2008: 396-401
Coauthor Index
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