Pradeep Natarajan

According to our database, Pradeep Natarajan authored at least 53 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2024

HVCLIP: High-Dimensional Vector in CLIP for Unsupervised Domain Adaptation.

Noranart Vesdapunt, Kah Kuen Fu, Yue Wu, Xu Zhang, Pradeep Natarajan

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

MoMo: A shared encoder Model for text, image and multi-Modal representations.

Rakesh Chada, Zhaoheng Zheng, Pradeep Natarajan

CoRR, 2023

Tutorials at The Web Conference 2023.

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 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

Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023

Performance and Failure Cause Estimation for Machine Learning Systems in the Wild.

Xiruo Liu, Furqan Khan, Yue Niu, Pradeep Natarajan, Rinat Khaziev, Salman Avestimehr, Prateek Singhal

Proceedings of the Computer Vision Systems: 14th International Conference, 2023

FashionNTM: Multi-turn Fashion Image Retrieval via Cascaded Memory.

Anwesan Pal, Sahil Wadhwa, Ayush Jaiswal, Xu Zhang, Yue Wu, Rakesh Chada, Pradeep Natarajan, Henrik I. Christensen

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Adversarial Robustness for Large Language NER models using Disentanglement and Word Attributions.

Xiaomeng Jin, Bhanukiran Vinzamuri, Sriram Venkatapathy, Heng Ji, Pradeep Natarajan

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

User-Controllable Arbitrary Style Transfer via Entropy Regularization.

Jiaxin Cheng, Yue Wu, Ayush Jaiswal, Xu Zhang, Pradeep Natarajan, Prem Natarajan

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems.

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

CoRR, 2022

FPI: Failure Point Isolation in Large-scale Conversational Assistants.

Rinat Khaziev, Usman Shahid, Tobias Röding, Rakesh Chada, Emir Kapanci, Pradeep Natarajan

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Track, 2022

Model Monitoring in Practice: Lessons Learned and Open Challenges.

Krishnaram Kenthapadi, Himabindu Lakkaraju, Pradeep Natarajan, Mehrnoosh Sameki

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems.

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

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Asd-Transformer: Efficient Active Speaker Detection Using Self And Multimodal Transformers.

Gourav Datta, Tyler Etchart, Vivek Yadav, Varsha Hedau, Pradeep Natarajan, Shih-Fu Chang

Proceedings of the IEEE International Conference on Acoustics, 2022

Improving Large-Scale Conversational Assistants using Model Interpretation based Training Sample Selection.

Stefan Schroedl, Manoj Kumar, Kiana Hajebi, Morteza Ziyadi, Sriram Venkatapathy, Anil Ramakrishna, Rahul Gupta, Pradeep Natarajan

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing: EMNLP 2022 - Industry Track, Abu Dhabi, UAE, December 7, 2022

CGF: Constrained Generation Framework for Query Rewriting in Conversational AI.

Jie Hao, Yang Liu, Xing Fan, Saurabh Gupta, Saleh Soltan, Rakesh Chada, Pradeep Natarajan, Chenlei Guo, Gökhan Tür

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing: EMNLP 2022 - Industry Track, Abu Dhabi, UAE, December 7, 2022

FashionVLP: Vision Language Transformer for Fashion Retrieval with Feedback.

Sonam Goenka, Zhaoheng Zheng, Ayush Jaiswal, Rakesh Chada, Yue Wu, Varsha Hedau, Pradeep Natarajan

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

One-Stage Object Referring with Gaze Estimation.

Jianhang Chen, Xu Zhang, Yue Wu, Shalini Ghosh, Pradeep Natarajan, Shih-Fu Chang, Jan P. Allebach

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

Enhancing Fairness in Face Detection in Computer Vision Systems by Demographic Bias Mitigation.

Yu Yang, Aayush Gupta, Jianwei Feng, Prateek Singhal, Vivek Yadav, Yue Wu, Pradeep Natarajan, Varsha Hedau, Jungseock Joo

Proceedings of the AIES '22: AAAI/ACM Conference on AI, Ethics, and Society, Oxford, United Kingdom, May 19, 2022

2021

Class-agnostic Object Detection.

Ayush Jaiswal, Yue Wu, Pradeep Natarajan, Premkumar Natarajan

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Adversarial Mask Generation for Preserving Visual Privacy.

Aayush Gupta, Ayush Jaiswal, Yue Wu, Vivek Yadav, Pradeep Natarajan

Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021

FewshotQA: A simple framework for few-shot learning of question answering tasks using pre-trained text-to-text models.

Rakesh Chada, Pradeep Natarajan

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Style-Aware Normalized Loss for Improving Arbitrary Style Transfer.

Jiaxin Cheng, Ayush Jaiswal, Yue Wu, Pradeep Natarajan, Prem Natarajan

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Error Detection in Large-Scale Natural Language Understanding Systems Using Transformer Models.

Rakesh Chada, Pradeep Natarajan, Darshan Fofadiya, Prathap Ramachandra

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020

Keypoints-aware Object Detection.

Ayush Jaiswal, Simranjit Singh, Yue Wu, Pradeep Natarajan, Premkumar Natarajan

Proceedings of the NeurIPS 2020 Workshop on Pre-registration in Machine Learning, 2020

2014

A constrained optimization approach to combining multiple non-local means denoising estimates.

Brian H. Tracey, Eric L. Miller, Yue Wu, Pradeep Natarajan, Joseph P. Noonan

Signal Process., 2014

Effective representations for leveraging language content in multimedia event detection.

Shuang Wu, Xiaodan Zhuang, Pradeep Natarajan

Proceedings of the IEEE International Conference on Acoustics, 2014

Text detection and recognition in natural scenes and consumer videos.

Arpit Jain, Xujun Peng, Xiaodan Zhuang, Pradeep Natarajan, Huaigu Cao

Proceedings of the IEEE International Conference on Acoustics, 2014

Text Classification via iVector Based Feature Representation.

Shengxin Zha, Xujun Peng, Huaigu Cao, Xiaodan Zhuang, Pradeep Natarajan, Prem Natarajan

Proceedings of the 11th IAPR International Workshop on Document Analysis Systems, 2014

Zero-Shot Event Detection Using Multi-modal Fusion of Weakly Supervised Concepts.

Shuang Wu, Sravanthi Bondugula, Florian Luisier, Xiaodan Zhuang, Pradeep Natarajan

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013

Hierarchical multi-channel hidden semi Markov graphical models for activity recognition.

Pradeep Natarajan, Ramakant Nevatia

Comput. Vis. Image Underst., 2013

Scene image categorization and video event detection using Naive Bayes Nearest Neighbor.

Shiv Naga Prasad Vitaladevuni, Pradeep Natarajan, Shuang Wu, Xiaodan Zhuang, Rohit Prasad, Premkumar Natarajan

Proceedings of the 2013 IEEE Workshop on Applications of Computer Vision, 2013

Ridge Regression based classifiers for large scale class imbalanced datasets.

Devansh Arpit, Shuang Wu, Pradeep Natarajan, Rohit Prasad, Premkumar Natarajan

Proceedings of the 2013 IEEE Workshop on Applications of Computer Vision, 2013

BBN VISER TRECVID 2013 Multimedia Event Detection and Multimedia Event Recounting Systems.

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

Proceedings of the 2013 TREC Video Retrieval Evaluation, 2013

Compact bag-of-words visual representation for effective linear classification.

Xiaodan Zhuang, Shuang Wu, Pradeep Natarajan

Proceedings of the ACM Multimedia Conference, 2013

Audio self organized units for high-level event detection.

Xiaodan Zhuang, Shuang Wu, Pradeep Natarajan, Rohit Prasad, Prem Natarajan

Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013

Graph based multimodal word clustering for video event detection.

Aravind Namandi Vembu, Pradeep Natarajan, Shuang Wu, Rohit Prasad, Prem Natarajan

Proceedings of the IEEE International Conference on Acoustics, 2013

2012

BBNVISER : BBN VISER TRECVID 2012 Multimedia Event Detection and Multimedia Event Recounting Systems.

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

Proceedings of the 2012 TREC Video Retrieval Evaluation, 2012

Compact Audio Representation for Event Detection in Consumer Media.

Xiaodan Zhuang, Stavros Tsakalidis, Shuang Wu, Pradeep Natarajan, Rohit Prasad, Prem Natarajan

Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012

Robust Event Detection From Spoken Content In Consumer Domain Videos.

Stavros Tsakalidis, Xiaodan Zhuang, Roger Hsiao, Shuang Wu, Pradeep Natarajan, Rohit Prasad, Prem Natarajan

Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012

Multi-channel Shape-Flow Kernel Descriptors for Robust Video Event Detection and Retrieval.

Pradeep Natarajan, Shuang Wu, Shiv Naga Prasad Vitaladevuni, Xiaodan Zhuang, Unsang Park, Rohit Prasad, Premkumar Natarajan

Proceedings of the Computer Vision - ECCV 2012, 2012

Multimodal feature fusion for robust event detection in web videos.

Pradeep Natarajan, Shuang Wu, Shiv Naga Prasad Vitaladevuni, Xiaodan Zhuang, Stavros Tsakalidis, Unsang Park, Rohit Prasad, Premkumar Natarajan

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011

Developing a sensory-enhanced robot-aided motor training programme.

Wen Liu, Mukul Mukherjee, Soek Hun Kim, Hongzeng Liu, Pradeep Natarajan, Arvin Agah

Int. J. Mechatronics Autom., 2011

BBN VISER TRECVID 2011 Multimedia Event Detection System.

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

Proceedings of the 2011 TREC Video Retrieval Evaluation, 2011

Audio-visual fusion using bayesian model combination for web video retrieval.

Vasant Manohar, Stavros Tsakalidis, Pradeep Natarajan, Rohit Prasad, Prem Natarajan

Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Unsupervised Audio Analysis for Categorizing Heterogeneous Consumer Domain Videos.

Pradeep Natarajan, Stavros Tsakalidis, Vasant Manohar, Rohit Prasad, Premkumar Natarajan

Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011

Large-scale, real-time logo recognition in broadcast videos.

Pradeep Natarajan, Yue Wu, Shirin Saleem, Ehry MacRostie, Frederick Bernardin, Rohit Prasad, Prem Natarajan

Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

Baseline Dependent Percentile Features for Offline Arabic Handwriting Recognition.

Pradeep Natarajan, David Belanger, Rohit Prasad, Matin Kamali, Krishna Subramanian, Prem Natarajan

Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Efficient Orthogonal Matching Pursuit using sparse random projections for scene and video classification.

Shiv Naga Prasad Vitaladevuni, Pradeep Natarajan, Rohit Prasad, Prem Natarajan

Proceedings of the IEEE International Conference on Computer Vision, 2011

Wavelet Band-pass Filters for Matching Multiple Templates in Real-time.

Yue Wu, Pradeep Natarajan, Joseph P. Noonan, Rohit Prasad, Premkumar Natarajan

Proceedings of the British Machine Vision Conference, 2011

2010

Accurate person tracking through changing poses for multi-view action recognition.

Pradeep Natarajan, Prithviraj Banerjee, Ram Nevatia

Proceedings of the Seventh Indian Conference on Computer Vision, 2010

Learning 3D action models from a few 2D videos for view invariant action recognition.

Pradeep Natarajan, Vivek Kumar Singh, Ram Nevatia

Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Graphical Models for Representation and Recognition of Human Actions.

Pradeep Natarajan, Ramakant Nevatia

Proceedings of the Machine Learning for Human Motion Analysis - Theory and Practice., 2010

2008

View and scale invariant action recognition using multiview shape-flow models.

Pradeep Natarajan, Ram Nevatia

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007

Hierarchical Multi-channel Hidden Semi Markov Models.

Pradeep Natarajan, Ramakant Nevatia

Proceedings of the IJCAI 2007, 2007