Unsupervised Learning of Acoustic Sub-word Units. - Balakrishnan Varadarajan; Sanjeev Khudanpur; Emmanuel Dupoux (ACL (2), 2008)

Universal background model based speech recognition. - Daniel Povey; Selina M. Chu; Balakrishnan Varadarajan (ICASSP, 2008)

Quick fmllr for speaker adaptation in speech recognition. - Balakrishnan Varadarajan; Daniel Povey; Selina M. Chu (ICASSP, 2008)

Automatically learning speaker-independent acoustic subword units. - Balakrishnan Varadarajan; Sanjeev Khudanpur (INTERSPEECH, 2008)

Automatic Recognition of Surgical Motions Using Statistical Modeling for Capturing Variability. - Carol E. Reiley; Henry C. Lin 001; Balakrishnan Varadarajan; Balázs Vágvölgyi; Sanjeev Khudanpur; David D. Yuh; Gregory D. Hager (MMVR, 2008)

$$-extension Hidden Markov Models and Weighted Transducers for Machine Transliteration. - Balakrishnan Varadarajan; Delip Rao (NEWS@IJCNLP, 2009)

Using collective information in semi-supervised learning for speech recognition. - Balakrishnan Varadarajan; Dong Yu 001; Li Deng 001; Alex Acero (ICASSP, 2009)

Maximizing global entropy reduction for active learning in speech recognition. - Balakrishnan Varadarajan; Dong Yu 001; Li Deng 001; Alex Acero (ICASSP, 2009)

Data-Derived Models for Segmentation with Application to Surgical Assessment and Training. - Balakrishnan Varadarajan; Carol E. Reiley; Henry Lin 001; Sanjeev Khudanpur; Gregory D. Hager (MICCAI (1), 2009)

Active learning and semi-supervised learning for speech recognition: A unified framework using the global entropy reduction maximization criterion. - Dong Yu 001; Balakrishnan Varadarajan; Li Deng 001; Alex Acero (Comput. Speech Lang., 2010)

Learning and inference algorithms for partially observed structured switching vector autoregressive models. - Balakrishnan Varadarajan; Sanjeev Khudanpur (ICASSP, 2011)

Dirichlet Mixture Models of neural net posteriors for HMM-based speech recognition. - Balakrishnan Varadarajan; Garimella S. V. S. Sivaram; Sanjeev Khudanpur (ICASSP, 2011)

Stepwise Optimal Subspace Pursuit for Improving Sparse Recovery. - Balakrishnan Varadarajan; Sanjeev Khudanpur; Trac D. Tran (IEEE Signal Process. Lett., 2011)

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 001; Sanjeev Khudanpur; Kenneth Church 001; Naomi Feldman; Hynek Hermansky; Florian Metze; Richard C. Rose; Mike Seltzer; Pascal Clark; et al. (ICASSP, 2013)

Exploring the Relative Role of Bottom-up and Top-down Information in Phoneme Learning. - Abdellah Fourtassi; Thomas Schatz; Balakrishnan Varadarajan; Emmanuel Dupoux (ACL (2), 2014)

Efficient Large Scale Video Classification. - Balakrishnan Varadarajan; George Toderici; Sudheendra Vijayanarasimhan; Apostol Natsev (CoRR, 2015)

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)

Collaborative Deep Metric Learning for Video Understanding. - Joonseok Lee; Sami Abu-El-Haija; Balakrishnan Varadarajan; Apostol Natsev (KDD, 2018)

Large-Scale Training Framework for Video Annotation. - Seong Jae Hwang; Joonseok Lee; Balakrishnan Varadarajan; Ariel Gordon; Zheng Xu; Apostol Natsev (KDD, 2019)

TNT: Target-driven Trajectory Prediction. - Hang Zhao; Jiyang Gao; Tian Lan; Chen Sun 002; Benjamin Sapp; Balakrishnan Varadarajan; Yue Shen; Yi Shen; Yuning Chai; Cordelia Schmid; Congcong Li; Dragomir Anguelov (CoRL, 2020)

Identifying Driver Interactions via Conditional Behavior Prediction. - Ekaterina I. Tolstaya; Reza Mahjourian; Carlton Downey; Balakrishnan Varadarajan; Benjamin Sapp; Dragomir Anguelov (ICRA, 2021)

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 (ICRA, 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 (ICRA, 2022)

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 (CVPR, 2024)

LongVU: Spatiotemporal Adaptive Compression for Long Video-Language Understanding. - Xiaoqian Shen; Yunyang Xiong; Changsheng Zhao 002; Lemeng Wu; Jun Chen 021; Chenchen Zhu; Zechun Liu; Fanyi Xiao; Balakrishnan Varadarajan; Florian Bordes; Zhuang Liu; Hu Xu 001; et al. (CoRR, 2024)

Efficient Track Anything. - 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; et al. (CoRR, 2024)