Pradeep Natarajan

62 papers A* 14A 10B 2C 2Misc 4Journal 14Unranked 15

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	SAIGE-GPU: accelerating genome- and phenome-wide association studies using GPUs. Bioinform. Alex Rodriguez, Youngdae Kim, Tarak Nath Nandi, Karl Keat, Rachit Kumar, Mitchell Conery, Rohan Bhukar, Molei Liu, John Hessington, Ketan Maheshwari, VA Million Veteran Program, Edmon Begoli, Georgia Tourassi, Pradeep Natarajan, Benjamin F. Voight, John Michael Gaziano, Scott M. Damrauer, Katherine P. Liao, Wei Zhou, Jennifer E. Huffman, Anurag Verma, Ravi K. Madduri
2026	J	`jnl`	The OurHealth Study: A digital genomic cohort for cardiometabolic risk mechanisms in US South Asians. npj Digit. Medicine Shriienidhie Ganesh, Romit Bhattacharya, Aarushi Bhatnagar, Rishi Madnani, Christine Russo, Sara Haidermota, Bhaavana Oruganty, Harshil Bhavsar, Priyansh Shah, Sarah Pitafi, Nishant Uppal, Namrata Sengupta, Kenneth M. Rice, Matthew P. Conomos, Ravi Dave, Abha Khandelwal, Aniruddh P. Patel, Kaavya Paruchuri, Yamini Levitsky, Sanchita Singal Parulkar, Rohan Khera, Martha Gulati, Amit V. Khera, Whitney E. Hornsby, Latha Palaniappan, Pradeep Natarajan
2025	J	`jnl`	A statistical framework for multi-trait rare variant analysis in large-scale whole-genome sequencing studies. Nat. Comput. Sci. Xihao Li, Han Chen, Margaret Sunitha Selvaraj, Eric Van Buren, Hufeng Zhou, Yuxuan Wang, Ryan Sun, Zachary R. McCaw, Zhi Yu, Min-Zhi Jiang, Daniel DiCorpo, Sheila M. Gaynor, Rounak Dey, Donna K. Arnett, Emelia J. Benjamin, Joshua C. Bis, John Blangero, Eric Boerwinkle, Donald W. Bowden, Jennifer A. Brody, Brian E. Cade, April P. Carson, Jenna C. Carlson, Nathalie Chami, Yii-Der Ida Chen, Joanne E. Curran, Paul S. de Vries, Myriam Fornage, Nora Franceschini, Barry I. Freedman, Charles Gu, Nancy L. Heard-Costa, Jiang He, Lifang Hou, Yi-Jen Hung, Marguerite R. Irvin, Robert C. Kaplan, Sharon L. R. Kardia, Tanika N. Kelly, Iain R. Konigsberg, Charles L. Kooperberg, Brian G. Kral, Changwei Li, Yun Li, Honghuang Lin, Ching-Ti Liu, Ruth J. F. Loos, Michael C. Mahaney, Lisa W. Martin, Rasika A. Mathias, Braxton D. Mitchell, May E. Montasser, Alanna C. Morrison, Take Naseri, Kari E. North, Nicholette D. Palmer, Patricia A. Peyser, Bruce M. Psaty, Susan Redline, Alexander P. Reiner, Stephen S. Rich, Colleen M. Sitlani, Jennifer A. Smith, Kent D. Taylor, Hemant K. Tiwari, Ramachandran S. Vasan, Satupa'itea Viali, Zhe Wang, Jennifer Wessel, Lisa R. Yanek, Bing Yu, NHLBI Trans-Omics for Precision Medicine Consortium, Josée Dupuis, James B. Meigs, Paul L. Auer, Laura M. Raffield, Alisa K. Manning, Kenneth M. Rice, Jerome I. Rotter, Gina M. Peloso, Pradeep Natarajan, Zilin Li, Zhonghua Liu, Xihong Lin
2025	J	`jnl`	Robust pleiotropy-decomposed polygenic scores identify distinct contributions to elevated coronary artery disease polygenic risk. PLoS Comput. Biol. Jiaqi Hu, Yixuan Ye, Chi Zhang, Yunfeng Ruan, Pradeep Natarajan, Hongyu Zhao
2024	—	`conf`	HVCLIP: High-Dimensional Vector in CLIP for Unsupervised Domain Adaptation. ECCV (66) Noranart Vesdapunt, Kah Kuen Fu, Yue Wu, Xu Zhang, Pradeep Natarajan
2023	—	`conf`	Adversarial Robustness for Large Language NER models using Disentanglement and Word Attributions. EMNLP (Findings) Xiaomeng Jin, Bhanukiran Vinzamuri, Sriram Venkatapathy, Heng Ji, Pradeep Natarajan
2023	A*	`conf`	FashionNTM: Multi-turn Fashion Image Retrieval via Cascaded Memory. ICCV Anwesan Pal, Sahil Wadhwa, Ayush Jaiswal, Xu Zhang, Yue Wu, Rakesh Chada, Pradeep Natarajan, Henrik I. Christensen
2023	J	`jnl`	FashionNTM: Multi-turn Fashion Image Retrieval via Cascaded Memory. CoRR Anwesan Pal, Sahil Wadhwa, Ayush Jaiswal, Xu Zhang, Yue Wu, Rakesh Chada, Pradeep Natarajan, Henrik I. Christensen
2023	J	`jnl`	MoMo: A shared encoder Model for text, image and multi-Modal representations. CoRR Rakesh Chada, Zhaoheng Zheng, Pradeep Natarajan
2023	C	`conf`	Performance and Failure Cause Estimation for Machine Learning Systems in the Wild. ICVS Xiruo Liu, Furqan Khan, Yue Niu, Pradeep Natarajan, Rinat Khaziev, Salman Avestimehr, Prateek Singhal
2023	—	`conf`	Tutorials at The Web Conference 2023. WWW (Companion Volume) Valeria Fionda, Olaf Hartig, Reyhaneh Abdolazimi, Sihem Amer-Yahia, Hongzhi Chen, Xiao Chen, Peng Cui, Jeffrey Dalton, Xin Luna Dong, Lisette Espín-Noboa, Wenqi Fan, Manuela Fritz, Quan Gan, Jingtong Gao, Xiaojie Guo, Torsten Hahmann, Jiawei Han, Soyeon Caren Han, Estevam Hruschka, Liang Hu, Jiaxin Huang, Utkarshani Jaimini, Olivier Jeunen, Yushan Jiang, Fariba Karimi, George Karypis, Krishnaram Kenthapadi, Himabindu Lakkaraju, Hady W. Lauw, Thai Le, Trung-Hoang Le, Dongwon Lee, Geon Lee, Liat Levontin, Cheng-Te Li, Haoyang Li, Ying Li, Jay Chiehen Liao, Qidong Liu, Usha Lokala, Ben London, Siqu Long, Hande Küçük-McGinty, Yu Meng, Seungwhan Moon, Usman Naseem, Pradeep Natarajan, Behrooz Omidvar-Tehrani, Zijie Pan, Devesh Parekh, Jian Pei, Tiago Peixoto, Steven Pemberton, Josiah Poon, Filip Radlinski, Federico Rossetto, Kaushik Roy, Aghiles Salah, Mehrnoosh Sameki, Amit P. Sheth, Cogan Shimizu, Kijung Shin, Dongjin Song, Julia Stoyanovich, Dacheng Tao, Johanne R. Trippas, Quoc Truong, Yu-Che Tsai, Adaku Uchendu, Bram van den Akker, Lin Wang, Minjie Wang, Shoujin Wang, Xin Wang, Ingmar Weber, Henry Weld, Lingfei Wu, Da Xu, Yifan Ethan Xu, Shuyuan Xu, Bo Yang, Ke Yang, Elad Yom-Tov, Jaemin Yoo, Zhou Yu, Reza Zafarani, Hamed Zamani, Meike Zehlike, Qi Zhang, Xikun Zhang, Yongfeng Zhang, Yu Zhang, Zheng Zhang, Liang Zhao, Xiangyu Zhao, Wenwu Zhu
2023	A*	`conf`	User-Controllable Arbitrary Style Transfer via Entropy Regularization. AAAI Jiaxin Cheng, Yue Wu, Ayush Jaiswal, Xu Zhang, Pradeep Natarajan, Prem Natarajan
2022	A*	`conf`	Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems. KDD Jack FitzGerald, Shankar Ananthakrishnan, Konstantine Arkoudas, Davide Bernardi, Abhishek Bhagia, Claudio Delli Bovi, Jin Cao, Rakesh Chada, Amit Chauhan, Luoxin Chen, Anurag Dwarakanath, Satyam Dwivedi, Turan Gojayev, Karthik Gopalakrishnan, Thomas Gueudré, Dilek Hakkani-Tur, Wael Hamza, Jonathan J. Hüser, Kevin Martin Jose, Haidar Khan, Beiye Liu, Jianhua Lu, Alessandro Manzotti, Pradeep Natarajan, Karolina Owczarzak, Gokmen Oz, Enrico Palumbo, Charith Peris, Chandana Satya Prakash, Stephen Rawls, Andy Rosenbaum, Anjali Shenoy, Saleh Soltan, Mukund Harakere Sridhar, Lizhen Tan, Fabian Triefenbach, Pan Wei, Haiyang Yu, Shuai Zheng, Gökhan Tür, Prem Natarajan
2022	J	`jnl`	Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems. CoRR Jack FitzGerald, Shankar Ananthakrishnan, Konstantine Arkoudas, Davide Bernardi, Abhishek Bhagia, Claudio Delli Bovi, Jin Cao, Rakesh Chada, Amit Chauhan, Luoxin Chen, Anurag Dwarakanath, Satyam Dwivedi, Turan Gojayev, Karthik Gopalakrishnan, Thomas Gueudré, Dilek Hakkani-Tur, Wael Hamza, Jonathan J. Hüser, Kevin Martin Jose, Haidar Khan, Beiye Liu, Jianhua Lu, Alessandro Manzotti, Pradeep Natarajan, Karolina Owczarzak, Gokmen Oz, Enrico Palumbo, Charith Peris, Chandana Satya Prakash, Stephen Rawls, Andy Rosenbaum, Anjali Shenoy, Saleh Soltan, Mukund Harakere Sridhar, Liz Tan, Fabian Triefenbach, Pan Wei, Haiyang Yu, Shuai Zheng, Gökhan Tür, Prem Natarajan
2022	Misc	`conf`	Asd-Transformer: Efficient Active Speaker Detection Using Self And Multimodal Transformers. ICASSP Gourav Datta, Tyler Etchart, Vivek Yadav, Varsha Hedau, Pradeep Natarajan, Shih-Fu Chang
2022	—	`conf`	CGF: Constrained Generation Framework for Query Rewriting in Conversational AI. EMNLP (Industry Track) Jie Hao, Yang Liu, Xing Fan, Saurabh Gupta, Saleh Soltan, Rakesh Chada, Pradeep Natarajan, Chenlei Guo, Gökhan Tür
2022	C	`conf`	Enhancing Fairness in Face Detection in Computer Vision Systems by Demographic Bias Mitigation. AIES Yu Yang, Aayush Gupta, Jianwei Feng, Prateek Singhal, Vivek Yadav, Yue Wu, Pradeep Natarajan, Varsha Hedau, Jungseock Joo
2022	—	`conf`	FPI: Failure Point Isolation in Large-scale Conversational Assistants. NAACL-HLT (Industry Papers) Rinat Khaziev, Usman Shahid, Tobias Röding, Rakesh Chada, Emir Kapanci, Pradeep Natarajan
2022	A*	`conf`	FashionVLP: Vision Language Transformer for Fashion Retrieval with Feedback. CVPR Sonam Goenka, Zhaoheng Zheng, Ayush Jaiswal, Rakesh Chada, Yue Wu, Varsha Hedau, Pradeep Natarajan
2022	—	`conf`	Improving Large-Scale Conversational Assistants using Model Interpretation based Training Sample Selection. EMNLP (Industry Track) Stefan Schroedl, Manoj Kumar, Kiana Hajebi, Morteza Ziyadi, Sriram Venkatapathy, Anil Ramakrishna, Rahul Gupta, Pradeep Natarajan
2022	A*	`conf`	Model Monitoring in Practice: Lessons Learned and Open Challenges. KDD Krishnaram Kenthapadi, Himabindu Lakkaraju, Pradeep Natarajan, Mehrnoosh Sameki
2022	—	`conf`	One-Stage Object Referring with Gaze Estimation. CVPR Workshops Jianhang Chen, Xu Zhang, Yue Wu, Shalini Ghosh, Pradeep Natarajan, Shih-Fu Chang, Jan P. Allebach
2021	B	`conf`	Adversarial Mask Generation for Preserving Visual Privacy. FG Aayush Gupta, Ayush Jaiswal, Yue Wu, Vivek Yadav, Pradeep Natarajan
2021	A	`conf`	Class-agnostic Object Detection. WACV Ayush Jaiswal, Yue Wu, Pradeep Natarajan, Premkumar Natarajan
2021	—	`conf`	Error Detection in Large-Scale Natural Language Understanding Systems Using Transformer Models. ACL/IJCNLP (Findings) Rakesh Chada, Pradeep Natarajan, Darshan Fofadiya, Prathap Ramachandra
2021	J	`jnl`	Error Detection in Large-Scale Natural Language Understanding Systems Using Transformer Models. CoRR Rakesh Chada, Pradeep Natarajan, Darshan Fofadiya, Prathap Ramachandra
2021	—	`conf`	FewshotQA: A simple framework for few-shot learning of question answering tasks using pre-trained text-to-text models. EMNLP (1) Rakesh Chada, Pradeep Natarajan
2021	J	`jnl`	FewshotQA: A simple framework for few-shot learning of question answering tasks using pre-trained text-to-text models. CoRR Rakesh Chada, Pradeep Natarajan
2021	A*	`conf`	Style-Aware Normalized Loss for Improving Arbitrary Style Transfer. CVPR Jiaxin Cheng, Ayush Jaiswal, Yue Wu, Pradeep Natarajan, Prem Natarajan
2021	J	`jnl`	Style-Aware Normalized Loss for Improving Arbitrary Style Transfer. CoRR Jiaxin Cheng, Ayush Jaiswal, Yue Wu, Pradeep Natarajan, Prem Natarajan
2020	J	`jnl`	Class-agnostic Object Detection. CoRR Ayush Jaiswal, Yue Wu, Pradeep Natarajan, Premkumar Natarajan
2020	—	`conf`	Keypoints-aware Object Detection. Preregister@NeurIPS Ayush Jaiswal, Simranjit Singh, Yue Wu, Pradeep Natarajan, Premkumar Natarajan
2014	J	`jnl`	A constrained optimization approach to combining multiple non-local means denoising estimates. Signal Process. Brian H. Tracey, Eric L. Miller, Yue Wu, Pradeep Natarajan, Joseph P. Noonan
2014	Misc	`conf`	Effective representations for leveraging language content in multimedia event detection. ICASSP Shuang Wu, Xiaodan Zhuang, Pradeep Natarajan
2014	B	`conf`	Text Classification via iVector Based Feature Representation. Document Analysis Systems Shengxin Zha, Xujun Peng, Huaigu Cao, Xiaodan Zhuang, Pradeep Natarajan, Prem Natarajan
2014	Misc	`conf`	Text detection and recognition in natural scenes and consumer videos. ICASSP Arpit Jain, Xujun Peng, Xiaodan Zhuang, Pradeep Natarajan, Huaigu Cao
2014	A*	`conf`	Zero-Shot Event Detection Using Multi-modal Fusion of Weakly Supervised Concepts. CVPR Shuang Wu, Sravanthi Bondugula, Florian Luisier, Xiaodan Zhuang, Pradeep Natarajan
2013	A	`conf`	Audio self organized units for high-level event detection. INTERSPEECH Xiaodan Zhuang, Shuang Wu, Pradeep Natarajan, Rohit Prasad, Prem Natarajan
2013	—	`conf`	BBN VISER TRECVID 2013 Multimedia Event Detection and Multimedia Event Recounting Systems. TRECVID Pradeep Natarajan, Shuang Wu, Florian Luisier, Xiaodan Zhuang, Manasvi Tickoo, Guangnan Ye, Dong Liu, Shih-Fu Chang, Imran Saleemi, Mubarak Shah, Vlad I. Morariu, Larry Davis, Abhinav Gupta, Ismail Haritaoglu, Sadiye Guler, Ashutosh Morde
2013	A*	`conf`	Compact bag-of-words visual representation for effective linear classification. ACM Multimedia Xiaodan Zhuang, Shuang Wu, Pradeep Natarajan
2013	Misc	`conf`	Graph based multimodal word clustering for video event detection. ICASSP Aravind Namandi Vembu, Pradeep Natarajan, Shuang Wu, Rohit Prasad, Prem Natarajan
2013	J	`jnl`	Hierarchical multi-channel hidden semi Markov graphical models for activity recognition. Comput. Vis. Image Underst. Pradeep Natarajan, Ramakant Nevatia
2013	A	`conf`	Ridge Regression based classifiers for large scale class imbalanced datasets. WACV Devansh Arpit, Shuang Wu, Pradeep Natarajan, Rohit Prasad, Premkumar Natarajan
2013	A	`conf`	Scene image categorization and video event detection using Naive Bayes Nearest Neighbor. WACV Shiv Naga Prasad Vitaladevuni, Pradeep Natarajan, Shuang Wu, Xiaodan Zhuang, Rohit Prasad, Premkumar Natarajan
2012	—	`conf`	BBNVISER : BBN VISER TRECVID 2012 Multimedia Event Detection and Multimedia Event Recounting Systems. TRECVID Pradeep Natarajan, Prem Natarajan, Shuang Wu, Xiaodan Zhuang, Amelio Vázquez Reina, Shiv Vitaladevuni, Kleovoulos Tsourides, Carl Andersen, Rohit Prasad, Guangnan Ye, Dong Liu, Shih-Fu Chang, Imran Saleemi, Mubarak Shah, Yue Ng, Brandyn White, Larry Davis, Abhinav Gupta, Ismail Haritaoglu
2012	A	`conf`	Compact Audio Representation for Event Detection in Consumer Media. INTERSPEECH Xiaodan Zhuang, Stavros Tsakalidis, Shuang Wu, Pradeep Natarajan, Rohit Prasad, Prem Natarajan
2012	—	`conf`	Multi-channel Shape-Flow Kernel Descriptors for Robust Video Event Detection and Retrieval. ECCV (2) Pradeep Natarajan, Shuang Wu, Shiv Naga Prasad Vitaladevuni, Xiaodan Zhuang, Unsang Park, Rohit Prasad, Premkumar Natarajan
2012	A*	`conf`	Multimodal feature fusion for robust event detection in web videos. CVPR Pradeep Natarajan, Shuang Wu, Shiv Naga Prasad Vitaladevuni, Xiaodan Zhuang, Stavros Tsakalidis, Unsang Park, Rohit Prasad, Premkumar Natarajan
2012	A	`conf`	Robust Event Detection From Spoken Content In Consumer Domain Videos. INTERSPEECH Stavros Tsakalidis, Xiaodan Zhuang, Roger Hsiao, Shuang Wu, Pradeep Natarajan, Rohit Prasad, Prem Natarajan
2011	A*	`conf`	Audio-visual fusion using bayesian model combination for web video retrieval. ACM Multimedia Vasant Manohar, Stavros Tsakalidis, Pradeep Natarajan, Rohit Prasad, Prem Natarajan
2011	—	`conf`	BBN VISER TRECVID 2011 Multimedia Event Detection System. TRECVID Pradeep Natarajan, Prem Natarajan, Vasant Manohar, Shuang Wu, Stavros Tsakalidis, Shiv Vitaladevuni, Xiaodan Zhuang, Rohit Prasad, Guangnan Ye, Dong Liu, I-Hong Jhuo, Shih-Fu Chang, Hamid Izadinia, Imran Saleemi, Mubarak Shah, Brandyn White, Tom Yeh, Larry Davis
2011	A	`conf`	Baseline Dependent Percentile Features for Offline Arabic Handwriting Recognition. ICDAR Pradeep Natarajan, David Belanger, Rohit Prasad, Matin Kamali, Krishna Subramanian, Prem Natarajan
2011	J	`jnl`	Developing a sensory-enhanced robot-aided motor training programme. Int. J. Mechatronics Autom. Wen Liu, Mukul Mukherjee, Soek Hun Kim, Hongzeng Liu, Pradeep Natarajan, Arvin Agah
2011	A*	`conf`	Efficient Orthogonal Matching Pursuit using sparse random projections for scene and video classification. ICCV Shiv Naga Prasad Vitaladevuni, Pradeep Natarajan, Rohit Prasad, Prem Natarajan
2011	A	`conf`	Large-scale, real-time logo recognition in broadcast videos. ICME Pradeep Natarajan, Yue Wu, Shirin Saleem, Ehry MacRostie, Frederick Bernardin, Rohit Prasad, Prem Natarajan
2011	A	`conf`	Unsupervised Audio Analysis for Categorizing Heterogeneous Consumer Domain Videos. INTERSPEECH Pradeep Natarajan, Stavros Tsakalidis, Vasant Manohar, Rohit Prasad, Premkumar Natarajan
2011	A	`conf`	Wavelet Band-pass Filters for Matching Multiple Templates in Real-time. BMVC Yue Wu, Pradeep Natarajan, Joseph P. Noonan, Rohit Prasad, Premkumar Natarajan
2010	—	`conf`	Accurate person tracking through changing poses for multi-view action recognition. ICVGIP Pradeep Natarajan, Prithviraj Banerjee, Ram Nevatia
2010	—	`ch.`	Graphical Models for Representation and Recognition of Human Actions. Machine Learning for Human Motion Analysis Pradeep Natarajan, Ramakant Nevatia
2010	A*	`conf`	Learning 3D action models from a few 2D videos for view invariant action recognition. CVPR Pradeep Natarajan, Vivek Kumar Singh, Ram Nevatia
2008	A*	`conf`	View and scale invariant action recognition using multiview shape-flow models. CVPR Pradeep Natarajan, Ram Nevatia
2007	A*	`conf`	Hierarchical Multi-channel Hidden Semi Markov Models. IJCAI Pradeep Natarajan, Ramakant Nevatia