Balakrishnan Varadarajan

32 papers A* 6A 1Misc 8Journal 12Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	VideoAuto-R1: Video Auto Reasoning via Thinking Once, Answering Twice. CoRR Shuming Liu, Mingchen Zhuge, Changsheng Zhao, Jun Chen, Lemeng Wu, Zechun Liu, Chenchen Zhu, Zhipeng Cai, Chong Zhou, Haozhe Liu, Ernie Chang, Saksham Suri, Hongyu Xu, Qi Qian, Wei Wen, Balakrishnan Varadarajan, Zhuang Liu, Hu Xu, Florian Bordes, Raghuraman Krishnamoorthi, Bernard Ghanem, Vikas Chandra, Yunyang Xiong
2025	A*	`conf`	LongVU: Spatiotemporal Adaptive Compression for Long Video-Language Understanding. ICML 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
2024	J	`jnl`	Efficient Track Anything. CoRR Yunyang Xiong, Chong Zhou, Xiaoyu Xiang, Lemeng Wu, Chenchen Zhu, Zechun Liu, Saksham Suri, Balakrishnan Varadarajan, Ramya Akula, Forrest N. Iandola, Raghuraman Krishnamoorthi, Bilge Soran, Vikas Chandra
2024	J	`jnl`	LongVU: Spatiotemporal Adaptive Compression for Long Video-Language Understanding. CoRR 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
2023	J	`jnl`	SqueezeSAM: User friendly mobile interactive segmentation. CoRR Balakrishnan Varadarajan, Bilge Soran, Forrest N. Iandola, Xiaoyu Xiang, Yunyang Xiong, Lemeng Wu, Chenchen Zhu, Raghuraman Krishnamoorthi, Vikas Chandra
2022	A*	`conf`	KEMP: Keyframe-Based Hierarchical End-to-End Deep Model for Long- Term Trajectory Prediction. ICRA Qiujing Lu, Weiqiao Han, Jeffrey Ling, Minfa Wang, Haoyu Chen, Balakrishnan Varadarajan, Paul Covington
2022	J	`jnl`	KEMP: Keyframe-Based Hierarchical End-to-End Deep Model for Long-Term Trajectory Prediction. CoRR Qiujing Lu, Weiqiao Han, Jeffrey Ling, Minfa Wang, Haoyu Chen, Balakrishnan Varadarajan, Paul Covington
2022	A*	`conf`	MultiPath++: Efficient Information Fusion and Trajectory Aggregation for Behavior Prediction. ICRA Balakrishnan Varadarajan, Ahmed Hefny, Avikalp Srivastava, Khaled S. Refaat, Nigamaa Nayakanti, Andre Cornman, Kan Chen, Bertrand Douillard, Chi-Pang Lam, Dragomir Anguelov, Benjamin Sapp
2021	A*	`conf`	Identifying Driver Interactions via Conditional Behavior Prediction. ICRA Ekaterina I. Tolstaya, Reza Mahjourian, Carlton Downey, Balakrishnan Varadarajan, Benjamin Sapp, Dragomir Anguelov
2021	J	`jnl`	Identifying Driver Interactions via Conditional Behavior Prediction. CoRR Ekaterina I. Tolstaya, Reza Mahjourian, Carlton Downey, Balakrishnan Varadarajan, Benjamin Sapp, Dragomir Anguelov
2021	J	`jnl`	MultiPath++: Efficient Information Fusion and Trajectory Aggregation for Behavior Prediction. CoRR Balakrishnan Varadarajan, Ahmed Hefny, Avikalp Srivastava, Khaled S. Refaat, Nigamaa Nayakanti, Andre Cornman, Kan Chen, Bertrand Douillard, Chi-Pang Lam, Dragomir Anguelov, Benjamin Sapp
2020	J	`jnl`	TNT: Target-driveN Trajectory Prediction. CoRR Hang Zhao, Jiyang Gao, Tian Lan, Chen Sun, Benjamin Sapp, Balakrishnan Varadarajan, Yue Shen, Yi Shen, Yuning Chai, Cordelia Schmid, Congcong Li, Dragomir Anguelov
2020	Misc	`conf`	TNT: Target-driven Trajectory Prediction. CoRL Hang Zhao, Jiyang Gao, Tian Lan, Chen Sun, Benjamin Sapp, Balakrishnan Varadarajan, Yue Shen, Yi Shen, Yuning Chai, Cordelia Schmid, Congcong Li, Dragomir Anguelov
2019	A*	`conf`	Large-Scale Training Framework for Video Annotation. KDD Seong Jae Hwang, Joonseok Lee, Balakrishnan Varadarajan, Ariel Gordon, Zheng Xu, Apostol Natsev
2018	A*	`conf`	Collaborative Deep Metric Learning for Video Understanding. KDD Joonseok Lee, Sami Abu-El-Haija, Balakrishnan Varadarajan, Apostol Natsev
2016	J	`jnl`	YouTube-8M: A Large-Scale Video Classification Benchmark. CoRR Sami Abu-El-Haija, Nisarg Kothari, Joonseok Lee, Paul Natsev, George Toderici, Balakrishnan Varadarajan, Sudheendra Vijayanarasimhan
2015	J	`jnl`	Efficient Large Scale Video Classification. CoRR Balakrishnan Varadarajan, George Toderici, Sudheendra Vijayanarasimhan, Apostol Natsev
2014	—	`conf`	Exploring the Relative Role of Bottom-up and Top-down Information in Phoneme Learning. ACL (2) Abdellah Fourtassi, Thomas Schatz, Balakrishnan Varadarajan, Emmanuel Dupoux
2013	Misc	`conf`	A summary of the 2012 JHU CLSP workshop on zero resource speech technologies and models of early language acquisition. ICASSP 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
2011	Misc	`conf`	Dirichlet Mixture Models of neural net posteriors for HMM-based speech recognition. ICASSP Balakrishnan Varadarajan, Garimella S. V. S. Sivaram, Sanjeev Khudanpur
2011	Misc	`conf`	Learning and inference algorithms for partially observed structured switching vector autoregressive models. ICASSP Balakrishnan Varadarajan, Sanjeev Khudanpur
2011	J	`jnl`	Stepwise Optimal Subspace Pursuit for Improving Sparse Recovery. IEEE Signal Process. Lett. Balakrishnan Varadarajan, Sanjeev Khudanpur, Trac D. Tran
2010	J	`jnl`	Active learning and semi-supervised learning for speech recognition: A unified framework using the global entropy reduction maximization criterion. Comput. Speech Lang. Dong Yu, Balakrishnan Varadarajan, Li Deng, Alex Acero
2009	—	`conf`	$$-extension Hidden Markov Models and Weighted Transducers for Machine Transliteration. NEWS@IJCNLP Balakrishnan Varadarajan, Delip Rao
2009	—	`conf`	Data-Derived Models for Segmentation with Application to Surgical Assessment and Training. MICCAI (1) Balakrishnan Varadarajan, Carol E. Reiley, Henry Lin, Sanjeev Khudanpur, Gregory D. Hager
2009	Misc	`conf`	Maximizing global entropy reduction for active learning in speech recognition. ICASSP Balakrishnan Varadarajan, Dong Yu, Li Deng, Alex Acero
2009	Misc	`conf`	Using collective information in semi-supervised learning for speech recognition. ICASSP Balakrishnan Varadarajan, Dong Yu, Li Deng, Alex Acero
2008	—	`conf`	Automatic Recognition of Surgical Motions Using Statistical Modeling for Capturing Variability. MMVR Carol E. Reiley, Henry C. Lin, Balakrishnan Varadarajan, Balázs Vágvölgyi, Sanjeev Khudanpur, David D. Yuh, Gregory D. Hager
2008	A	`conf`	Automatically learning speaker-independent acoustic subword units. INTERSPEECH Balakrishnan Varadarajan, Sanjeev Khudanpur
2008	Misc	`conf`	Quick fmllr for speaker adaptation in speech recognition. ICASSP Balakrishnan Varadarajan, Daniel Povey, Selina M. Chu
2008	Misc	`conf`	Universal background model based speech recognition. ICASSP Daniel Povey, Selina M. Chu, Balakrishnan Varadarajan
2008	—	`conf`	Unsupervised Learning of Acoustic Sub-word Units. ACL (2) Balakrishnan Varadarajan, Sanjeev Khudanpur, Emmanuel Dupoux