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Pradeep Natarajan
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2020 – today
- 2024
- [c47]Noranart Vesdapunt, Kah Kuen Fu, Yue Wu, Xu Zhang, Pradeep Natarajan:
HVCLIP: High-Dimensional Vector in CLIP for Unsupervised Domain Adaptation. ECCV (66) 2024: 36-54 - 2023
- [c46]Jiaxin Cheng, Yue Wu, Ayush Jaiswal, Xu Zhang, Pradeep Natarajan, Prem Natarajan:
User-Controllable Arbitrary Style Transfer via Entropy Regularization. AAAI 2023: 433-441 - [c45]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: 12437-12450 - [c44]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: 11289-11300 - [c43]Xiruo Liu, Furqan Khan, Yue Niu, Pradeep Natarajan, Rinat Khaziev
Performance and Failure Cause Estimation for Machine Learning Systems in the Wild. ICVS 2023: 377-390 - [c42]Valeria Fionda
Tutorials at The Web Conference 2023. WWW (Companion Volume) 2023: 648-658 - [i7]Rakesh Chada, Zhaoheng Zheng, Pradeep Natarajan:
MoMo: A shared encoder Model for text, image and multi-Modal representations. CoRR abs/2304.05523 (2023) - [i6]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 abs/2308.10170 (2023) - 2022
- [c41]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: 813-822 - [c40]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: 5017-5026 - [c39]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: 14085-14095 - [c38]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: 371-378 - [c37]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: 475-483 - [c36]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: 4568-4572 - [c35]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
Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems. KDD 2022: 2893-2902 - [c34]Krishnaram Kenthapadi, Himabindu Lakkaraju, Pradeep Natarajan, Mehrnoosh Sameki:
Model Monitoring in Practice: Lessons Learned and Open Challenges. KDD 2022: 4800-4801 - [c33]Rinat Khaziev
FPI: Failure Point Isolation in Large-scale Conversational Assistants. NAACL-HLT (Industry Papers) 2022: 141-148 - [i5]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
Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems. CoRR abs/2206.07808 (2022) - 2021
- [c32]Rakesh Chada, Pradeep Natarajan, Darshan Fofadiya, Prathap Ramachandra:
Error Detection in Large-Scale Natural Language Understanding Systems Using Transformer Models. ACL/IJCNLP (Findings) 2021: 498-503 - [c31]Jiaxin Cheng, Ayush Jaiswal, Yue Wu, Pradeep Natarajan, Prem Natarajan:
Style-Aware Normalized Loss for Improving Arbitrary Style Transfer. CVPR 2021: 134-143 - [c30]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: 6081-6090 - [c29]Aayush Gupta, Ayush Jaiswal, Yue Wu, Vivek Yadav, Pradeep Natarajan:
Adversarial Mask Generation for Preserving Visual Privacy. FG 2021: 1-5 - [c28]Ayush Jaiswal, Yue Wu, Pradeep Natarajan, Premkumar Natarajan:
Class-agnostic Object Detection. WACV 2021: 918-927 - [i4]Jiaxin Cheng, Ayush Jaiswal, Yue Wu, Pradeep Natarajan, Prem Natarajan:
Style-Aware Normalized Loss for Improving Arbitrary Style Transfer. CoRR abs/2104.10064 (2021) - [i3]Rakesh Chada, Pradeep Natarajan, Darshan Fofadiya, Prathap Ramachandra:
Error Detection in Large-Scale Natural Language Understanding Systems Using Transformer Models. CoRR abs/2109.01754 (2021) - [i2]Rakesh Chada, Pradeep Natarajan:
FewshotQA: A simple framework for few-shot learning of question answering tasks using pre-trained text-to-text models. CoRR abs/2109.01951 (2021) - 2020
- [c27]Ayush Jaiswal, Simranjit Singh, Yue Wu, Pradeep Natarajan, Premkumar Natarajan:
Keypoints-aware Object Detection. Preregister@NeurIPS 2020: 62-72 - [i1]Ayush Jaiswal, Yue Wu, Pradeep Natarajan, Premkumar Natarajan:
Class-agnostic Object Detection. CoRR abs/2011.14204 (2020)
2010 – 2019
- 2014
- [j3]Brian H. Tracey, Eric L. Miller
A constrained optimization approach to combining multiple non-local means denoising estimates. Signal Process. 103: 60-68 (2014) - [c26]Shuang Wu, Sravanthi Bondugula, Florian Luisier, Xiaodan Zhuang, Pradeep Natarajan:
Zero-Shot Event Detection Using Multi-modal Fusion of Weakly Supervised Concepts. CVPR 2014: 2665-2672 - [c25]Shengxin Zha, Xujun Peng, Huaigu Cao, Xiaodan Zhuang, Pradeep Natarajan, Prem Natarajan
Text Classification via iVector Based Feature Representation. Document Analysis Systems 2014: 151-155 - [c24]Arpit Jain
Text detection and recognition in natural scenes and consumer videos. ICASSP 2014: 1245-1249 - [c23]Shuang Wu, Xiaodan Zhuang, Pradeep Natarajan:
Effective representations for leveraging language content in multimedia event detection. ICASSP 2014: 7123-7127 - 2013
- [j2]Pradeep Natarajan, Ramakant Nevatia:
Hierarchical multi-channel hidden semi Markov graphical models for activity recognition. Comput. Vis. Image Underst. 117(10): 1329-1344 (2013) - [c22]Aravind Namandi Vembu, Pradeep Natarajan, Shuang Wu, Rohit Prasad, Prem Natarajan
Graph based multimodal word clustering for video event detection. ICASSP 2013: 3667-3671 - [c21]Xiaodan Zhuang, Shuang Wu, Pradeep Natarajan, Rohit Prasad, Prem Natarajan:
Audio self organized units for high-level event detection. INTERSPEECH 2013: 2953-2957 - [c20]Xiaodan Zhuang, Shuang Wu, Pradeep Natarajan:
Compact bag-of-words visual representation for effective linear classification. ACM Multimedia 2013: 521-524 - [c19]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 - [c18]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: 140-147 - [c17]Devansh Arpit, Shuang Wu, Pradeep Natarajan, Rohit Prasad, Premkumar Natarajan
Ridge Regression based classifiers for large scale class imbalanced datasets. WACV 2013: 267-274 - 2012
- [c16]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: 1298-1305 - [c15]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: 301-314 - [c14]Xiaodan Zhuang, Stavros Tsakalidis, Shuang Wu, Pradeep Natarajan, Rohit Prasad, Prem Natarajan:
Compact Audio Representation for Event Detection in Consumer Media. INTERSPEECH 2012: 2089-2092 - [c13]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: 2101-2104 - [c12]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 - 2011
- [j1]Wen Liu, Mukul Mukherjee
Developing a sensory-enhanced robot-aided motor training programme. Int. J. Mechatronics Autom. 1(3/4): 236-243 (2011) - [c11]Yue Wu
Wavelet Band-pass Filters for Matching Multiple Templates in Real-time. BMVC 2011: 1-12 - [c10]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: 2312-2319 - [c9]Pradeep Natarajan, David Belanger, Rohit Prasad, Matin Kamali, Krishna Subramanian, Prem Natarajan
Baseline Dependent Percentile Features for Offline Arabic Handwriting Recognition. ICDAR 2011: 329-333 - [c8]Pradeep Natarajan, Yue Wu
Large-scale, real-time logo recognition in broadcast videos. ICME 2011: 1-4 - [c7]Pradeep Natarajan, Stavros Tsakalidis, Vasant Manohar, Rohit Prasad, Premkumar Natarajan:
Unsupervised Audio Analysis for Categorizing Heterogeneous Consumer Domain Videos. INTERSPEECH 2011: 313-316 - [c6]Vasant Manohar, Stavros Tsakalidis, Pradeep Natarajan, Rohit Prasad, Prem Natarajan
Audio-visual fusion using bayesian model combination for web video retrieval. ACM Multimedia 2011: 1537-1540 - [c5]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 - 2010
- [c4]Pradeep Natarajan, Vivek Kumar Singh, Ram Nevatia:
Learning 3D action models from a few 2D videos for view invariant action recognition. CVPR 2010: 2006-2013 - [c3]Pradeep Natarajan, Prithviraj Banerjee, Ram Nevatia:
Accurate person tracking through changing poses for multi-view action recognition. ICVGIP 2010: 155-161 - [p1]Pradeep Natarajan, Ramakant Nevatia:
Graphical Models for Representation and Recognition of Human Actions. Machine Learning for Human Motion Analysis 2010: 31-54
2000 – 2009
- 2008
- [c2]Pradeep Natarajan, Ram Nevatia:
View and scale invariant action recognition using multiview shape-flow models. CVPR 2008 - 2007
- [c1]Pradeep Natarajan, Ramakant Nevatia:
Hierarchical Multi-channel Hidden Semi Markov Models. IJCAI 2007: 2562-2567
Coauthor Index
Premkumar Natarajan
aka: Prem Natarajan
aka: Prem Natarajan
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last updated on 2024-12-11 21:42 CET by the dblp team
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