Pradeep Natarajan

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 26

Top Topics

Natural Language Understanding

Top Venues

EMNLP (Industry Track)

Publications

Anwesan Pal, Sahil Wadhwa, Ayush Jaiswal, Xu Zhang, Yue Wu, Rakesh Chada, Pradeep Natarajan, Henrik I. Christensen
FashionNTM: Multi-turn Fashion Image Retrieval via Cascaded Memory. ICCV (2023)
Rakesh Chada, Zhaoheng Zheng, Pradeep Natarajan
MoMo: A shared encoder Model for text, image and multi-Modal representations. CoRR (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
Tutorials at The Web Conference 2023. WWW (Companion Volume) (2023)
Xiaomeng Jin, Bhanukiran Vinzamuri, Sriram Venkatapathy, Heng Ji, Pradeep Natarajan
Adversarial Robustness for Large Language NER models using Disentanglement and Word Attributions. EMNLP (Findings) (2023)
Anwesan Pal, Sahil Wadhwa, Ayush Jaiswal, Xu Zhang, Yue Wu, Rakesh Chada, Pradeep Natarajan, Henrik I. Christensen
FashionNTM: Multi-turn Fashion Image Retrieval via Cascaded Memory. CoRR (2023)
Jiaxin Cheng, Yue Wu, Ayush Jaiswal, Xu Zhang, Pradeep Natarajan, Prem Natarajan
User-Controllable Arbitrary Style Transfer via Entropy Regularization. AAAI (2023)
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 Gueudre, 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
Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems. KDD (2022)
Sonam Goenka, Zhaoheng Zheng, Ayush Jaiswal, Rakesh Chada, Yue Wu, Varsha Hedau, Pradeep Natarajan
FashionVLP: Vision Language Transformer for Fashion Retrieval with Feedback. CVPR (2022)
Gourav Datta, Tyler Etchart, Vivek Yadav, Varsha Hedau, Pradeep Natarajan, Shih-Fu Chang
Asd-Transformer: Efficient Active Speaker Detection Using Self And Multimodal Transformers. ICASSP (2022)
Krishnaram Kenthapadi, Himabindu Lakkaraju, Pradeep Natarajan, Mehrnoosh Sameki
Model Monitoring in Practice: Lessons Learned and Open Challenges. KDD (2022)
Jie Hao, Yang Liu, Xing Fan, Saurabh Gupta, Saleh Soltan, Rakesh Chada, Pradeep Natarajan, Chenlei Guo, Gökhan Tür
CGF: Constrained Generation Framework for Query Rewriting in Conversational AI. EMNLP (Industry Track) (2022)
Stefan Schroedl, Manoj Kumar, Kiana Hajebi, Morteza Ziyadi, Sriram Venkatapathy, Anil Ramakrishna, Rahul Gupta, Pradeep Natarajan
Improving Large-Scale Conversational Assistants using Model Interpretation based Training Sample Selection. EMNLP (Industry Track) (2022)
Jianhang Chen, Xu Zhang, Yue Wu, Shalini Ghosh, Pradeep Natarajan, Shih-Fu Chang, Jan P. Allebach
One-Stage Object Referring with Gaze Estimation. CVPR Workshops (2022)
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 Gueudre, 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
Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems. CoRR (2022)
Yu Yang, Aayush Gupta, Jianwei Feng, Prateek Singhal, Vivek Yadav, Yue Wu, Pradeep Natarajan, Varsha Hedau, Jungseock Joo
Enhancing Fairness in Face Detection in Computer Vision Systems by Demographic Bias Mitigation. AIES (2022)
Rinat Khaziev, Usman Shahid, Tobias Röding, Rakesh Chada, Emir Kapanci, Pradeep Natarajan
FPI: Failure Point Isolation in Large-scale Conversational Assistants. NAACL-HLT (Industry Papers) (2022)
Aayush Gupta, Ayush Jaiswal, Yue Wu, Vivek Yadav, Pradeep Natarajan
Adversarial Mask Generation for Preserving Visual Privacy. FG (2021)
Rakesh Chada, Pradeep Natarajan, Darshan Fofadiya, Prathap Ramachandra
Error Detection in Large-Scale Natural Language Understanding Systems Using Transformer Models. ACL/IJCNLP (Findings) (2021)
Jiaxin Cheng, Ayush Jaiswal, Yue Wu, Pradeep Natarajan, Prem Natarajan
Style-Aware Normalized Loss for Improving Arbitrary Style Transfer. CoRR (2021)
Rakesh Chada, Pradeep Natarajan, Darshan Fofadiya, Prathap Ramachandra
Error Detection in Large-Scale Natural Language Understanding Systems Using Transformer Models. CoRR (2021)
Rakesh Chada, Pradeep Natarajan
FewshotQA: A simple framework for few-shot learning of question answering tasks using pre-trained text-to-text models. CoRR (2021)
Ayush Jaiswal, Yue Wu, Pradeep Natarajan, Premkumar Natarajan
Class-agnostic Object Detection. WACV (2021)
Jiaxin Cheng, Ayush Jaiswal, Yue Wu, Pradeep Natarajan, Prem Natarajan
Style-Aware Normalized Loss for Improving Arbitrary Style Transfer. CVPR (2021)
Rakesh Chada, Pradeep Natarajan
FewshotQA: A simple framework for few-shot learning of question answering tasks using pre-trained text-to-text models. EMNLP (1) (2021)
Ayush Jaiswal, Yue Wu, Pradeep Natarajan, Premkumar Natarajan
Class-agnostic Object Detection. CoRR (2020)
Ayush Jaiswal, Simranjit Singh, Yue Wu, Pradeep Natarajan, Premkumar Natarajan
Keypoints-aware Object Detection. Preregister@NeurIPS (2020)
Brian H. Tracey, Eric L. Miller, Yue Wu, Pradeep Natarajan, Joseph P. Noonan
A constrained optimization approach to combining multiple non-local means denoising estimates. Signal Process. 103 (2014)
Shengxin Zha, Xujun Peng, Huaigu Cao, Xiaodan Zhuang, Pradeep Natarajan, Prem Natarajan
Text Classification via iVector Based Feature Representation. Document Analysis Systems (2014)
Shuang Wu, Xiaodan Zhuang, Pradeep Natarajan
Effective representations for leveraging language content in multimedia event detection. ICASSP (2014)
Arpit Jain, Xujun Peng, Xiaodan Zhuang, Pradeep Natarajan, Huaigu Cao
Text detection and recognition in natural scenes and consumer videos. ICASSP (2014)
Shuang Wu, Sravanthi Bondugula, Florian Luisier, Xiaodan Zhuang, Pradeep Natarajan
Zero-Shot Event Detection Using Multi-modal Fusion of Weakly Supervised Concepts. CVPR (2014)
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
BBN VISER TRECVID 2013 Multimedia Event Detection and Multimedia Event Recounting Systems. TRECVID (2013)
Shiv Naga Prasad Vitaladevuni, Pradeep Natarajan, Shuang Wu, Xiaodan Zhuang, Rohit Prasad, Premkumar Natarajan
Scene image categorization and video event detection using Naive Bayes Nearest Neighbor. WACV (2013)
Xiaodan Zhuang, Shuang Wu, Pradeep Natarajan
Compact bag-of-words visual representation for effective linear classification. ACM Multimedia (2013)
Pradeep Natarajan, Ramakant Nevatia
Hierarchical multi-channel hidden semi Markov graphical models for activity recognition. Comput. Vis. Image Underst. 117 (10) (2013)
Xiaodan Zhuang, Shuang Wu, Pradeep Natarajan, Rohit Prasad, Prem Natarajan
Audio self organized units for high-level event detection. INTERSPEECH (2013)
Aravind Namandi Vembu, Pradeep Natarajan, Shuang Wu, Rohit Prasad, Prem Natarajan
Graph based multimodal word clustering for video event detection. ICASSP (2013)
Devansh Arpit, Shuang Wu, Pradeep Natarajan, Rohit Prasad, Premkumar Natarajan
Ridge Regression based classifiers for large scale class imbalanced datasets. WACV (2013)
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
BBNVISER : BBN VISER TRECVID 2012 Multimedia Event Detection and Multimedia Event Recounting Systems. TRECVID (2012)
Stavros Tsakalidis, Xiaodan Zhuang, Roger Hsiao, Shuang Wu, Pradeep Natarajan, Rohit Prasad, Prem Natarajan
Robust Event Detection From Spoken Content In Consumer Domain Videos. INTERSPEECH (2012)
Xiaodan Zhuang, Stavros Tsakalidis, Shuang Wu, Pradeep Natarajan, Rohit Prasad, Prem Natarajan
Compact Audio Representation for Event Detection in Consumer Media. INTERSPEECH (2012)
Pradeep Natarajan, Shuang Wu, Shiv Naga Prasad Vitaladevuni, Xiaodan Zhuang, Stavros Tsakalidis, Unsang Park, Rohit Prasad, Premkumar Natarajan
Multimodal feature fusion for robust event detection in web videos. CVPR (2012)
Pradeep Natarajan, Shuang Wu, Shiv Naga Prasad Vitaladevuni, Xiaodan Zhuang, Unsang Park, Rohit Prasad, Premkumar Natarajan
Multi-channel Shape-Flow Kernel Descriptors for Robust Video Event Detection and Retrieval. ECCV (2) (2012)
Yue Wu, Pradeep Natarajan, Joseph P. Noonan, Rohit Prasad, Premkumar Natarajan
Wavelet Band-pass Filters for Matching Multiple Templates in Real-time. BMVC (2011)
Pradeep Natarajan, Yue Wu, Shirin Saleem, Ehry MacRostie, Frederick Bernardin, Rohit Prasad, Prem Natarajan
Large-scale, real-time logo recognition in broadcast videos. ICME (2011)
Vasant Manohar, Stavros Tsakalidis, Pradeep Natarajan, Rohit Prasad, Prem Natarajan
Audio-visual fusion using bayesian model combination for web video retrieval. ACM Multimedia (2011)
Shiv Naga Prasad Vitaladevuni, Pradeep Natarajan, Rohit Prasad, Prem Natarajan
Efficient Orthogonal Matching Pursuit using sparse random projections for scene and video classification. ICCV (2011)
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
BBN VISER TRECVID 2011 Multimedia Event Detection System. TRECVID (2011)
Wen Liu, Mukul Mukherjee, Soek Hun Kim, Hongzeng Liu, Pradeep Natarajan, Arvin Agah
Developing a sensory-enhanced robot-aided motor training programme. Int. J. Mechatronics Autom. 1 (3/4) (2011)
Pradeep Natarajan, Stavros Tsakalidis, Vasant Manohar, Rohit Prasad, Premkumar Natarajan
Unsupervised Audio Analysis for Categorizing Heterogeneous Consumer Domain Videos. INTERSPEECH (2011)
Pradeep Natarajan, David Belanger, Rohit Prasad, Matin Kamali, Krishna Subramanian, Prem Natarajan
Baseline Dependent Percentile Features for Offline Arabic Handwriting Recognition. ICDAR (2011)
Pradeep Natarajan, Prithviraj Banerjee, Ram Nevatia
Accurate person tracking through changing poses for multi-view action recognition. ICVGIP (2010)
Pradeep Natarajan, Vivek Kumar Singh, Ram Nevatia
Learning 3D action models from a few 2D videos for view invariant action recognition. CVPR (2010)
Pradeep Natarajan, Ram Nevatia
View and scale invariant action recognition using multiview shape-flow models. CVPR (2008)
Pradeep Natarajan, Ramakant Nevatia
Hierarchical Multi-channel Hidden Semi Markov Models. IJCAI (2007)