Balakrishnan Varadarajan

According to our database, Balakrishnan Varadarajan authored at least 25 papers between 2008 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

SqueezeSAM: User friendly mobile interactive segmentation.

Balakrishnan Varadarajan, Bilge Soran, Forrest N. Iandola, Xiaoyu Xiang, Yunyang Xiong, Lemeng Wu, Chenchen Zhu, Raghuraman Krishnamoorthi, Vikas Chandra

CoRR, 2023

EfficientSAM: Leveraged Masked Image Pretraining for Efficient Segment Anything.

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

CoRR, 2023

2022

MultiPath++: Efficient Information Fusion and Trajectory Aggregation for Behavior Prediction.

Balakrishnan Varadarajan, Ahmed Hefny, Avikalp Srivastava, Khaled S. Refaat, Nigamaa Nayakanti, Andre Cornman, Kan Chen, Bertrand Douillard, Chi-Pang Lam, Dragomir Anguelov, Benjamin Sapp

Proceedings of the 2022 International Conference on Robotics and Automation, 2022

KEMP: Keyframe-Based Hierarchical End-to-End Deep Model for Long- Term Trajectory Prediction.

Qiujing Lu, Weiqiao Han, Jeffrey Ling, Minfa Wang, Haoyu Chen, Balakrishnan Varadarajan, Paul Covington

Proceedings of the 2022 International Conference on Robotics and Automation, 2022

2021

Identifying Driver Interactions via Conditional Behavior Prediction.

Ekaterina I. Tolstaya, Reza Mahjourian, Carlton Downey, Balakrishnan Varadarajan, Benjamin Sapp, Dragomir Anguelov

Proceedings of the IEEE International Conference on Robotics and Automation, 2021

2020

TNT: Target-driven Trajectory Prediction.

Hang Zhao, Jiyang Gao, Tian Lan, Chen Sun, Benjamin Sapp, Balakrishnan Varadarajan, Yue Shen, Yi Shen, Yuning Chai, Cordelia Schmid, Congcong Li, Dragomir Anguelov

Proceedings of the 4th Conference on Robot Learning, 2020

2019

Large-Scale Training Framework for Video Annotation.

Seong Jae Hwang, Joonseok Lee, Balakrishnan Varadarajan, Ariel Gordon, Zheng Xu, Apostol Natsev

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

2018

Collaborative Deep Metric Learning for Video Understanding.

Joonseok Lee, Sami Abu-El-Haija, Balakrishnan Varadarajan, Apostol Natsev

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

2016

YouTube-8M: A Large-Scale Video Classification Benchmark.

Sami Abu-El-Haija, Nisarg Kothari, Joonseok Lee, Paul Natsev, George Toderici, Balakrishnan Varadarajan, Sudheendra Vijayanarasimhan

CoRR, 2016

2015

Efficient Large Scale Video Classification.

Balakrishnan Varadarajan, George Toderici, Sudheendra Vijayanarasimhan, Apostol Natsev

CoRR, 2015

2014

Exploring the Relative Role of Bottom-up and Top-down Information in Phoneme Learning.

Abdellah Fourtassi, Thomas Schatz, Balakrishnan Varadarajan, Emmanuel Dupoux

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

2013

A summary of the 2012 JHU CLSP workshop on zero resource speech technologies and models of early language acquisition.

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

Proceedings of the IEEE International Conference on Acoustics, 2013

2011

Stepwise Optimal Subspace Pursuit for Improving Sparse Recovery.

Balakrishnan Varadarajan, Sanjeev Khudanpur, Trac D. Tran

IEEE Signal Process. Lett., 2011

Dirichlet Mixture Models of neural net posteriors for HMM-based speech recognition.

Balakrishnan Varadarajan, Garimella S. V. S. Sivaram, Sanjeev Khudanpur

Proceedings of the IEEE International Conference on Acoustics, 2011

Learning and inference algorithms for partially observed structured switching vector autoregressive models.

Balakrishnan Varadarajan, Sanjeev Khudanpur

Proceedings of the IEEE International Conference on Acoustics, 2011

2010

Active learning and semi-supervised learning for speech recognition: A unified framework using the global entropy reduction maximization criterion.

Dong Yu, Balakrishnan Varadarajan, Li Deng, Alex Acero

Comput. Speech Lang., 2010

2009

Data-Derived Models for Segmentation with Application to Surgical Assessment and Training.

Balakrishnan Varadarajan, Carol E. Reiley, Henry Lin, Sanjeev Khudanpur, Gregory D. Hager

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

Maximizing global entropy reduction for active learning in speech recognition.

Balakrishnan Varadarajan, Dong Yu, Li Deng, Alex Acero

Proceedings of the IEEE International Conference on Acoustics, 2009

Using collective information in semi-supervised learning for speech recognition.

Balakrishnan Varadarajan, Dong Yu, Li Deng, Alex Acero

Proceedings of the IEEE International Conference on Acoustics, 2009

$$-extension Hidden Markov Models and Weighted Transducers for Machine Transliteration.

Balakrishnan Varadarajan, Delip Rao

Proceedings of the 2009 Named Entities Workshop: Shared Task on Transliteration, 2009

2008

Automatic Recognition of Surgical Motions Using Statistical Modeling for Capturing Variability.

Carol E. Reiley, Henry C. Lin, Balakrishnan Varadarajan, Balázs Vágvölgyi, Sanjeev Khudanpur, David D. Yuh, Gregory D. Hager

Proceedings of the Medicine Meets Virtual Reality 16, 2008

Automatically learning speaker-independent acoustic subword units.

Balakrishnan Varadarajan, Sanjeev Khudanpur

Proceedings of the INTERSPEECH 2008, 2008

Quick fmllr for speaker adaptation in speech recognition.

Balakrishnan Varadarajan, Daniel Povey, Selina M. Chu

Proceedings of the IEEE International Conference on Acoustics, 2008

Universal background model based speech recognition.

Daniel Povey, Selina M. Chu, Balakrishnan Varadarajan

Proceedings of the IEEE International Conference on Acoustics, 2008

Unsupervised Learning of Acoustic Sub-word Units.

Balakrishnan Varadarajan, Sanjeev Khudanpur, Emmanuel Dupoux

Proceedings of the ACL 2008, 2008