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Detector-Free Weakly Supervised Grounding by Separation


Apr 20, 2021
Assaf Arbelle, Sivan Doveh, Amit Alfassy, Joseph Shtok, Guy Lev, Eli Schwartz, Hilde Kuehne, Hila Barak Levi, Prasanna Sattigeri, Rameswar Panda, Chun-Fu Chen, Alex Bronstein, Kate Saenko, Shimon Ullman, Raja Giryes, Rogerio Feris, Leonid Karlinsky


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A Broad Study on the Transferability of Visual Representations with Contrastive Learning


Apr 01, 2021
Ashraful Islam, Chun-Fu Chen, Rameswar Panda, Leonid Karlinsky, Richard Radke, Rogerio Feris


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CrossViT: Cross-Attention Multi-Scale Vision Transformer for Image Classification


Mar 27, 2021
Chun-Fu Chen, Quanfu Fan, Rameswar Panda


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All at Once Network Quantization via Collaborative Knowledge Transfer


Mar 02, 2021
Ximeng Sun, Rameswar Panda, Chun-Fu Chen, Naigang Wang, Bowen Pan Kailash Gopalakrishnan, Aude Oliva, Rogerio Feris, Kate Saenko


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VA-RED$^2$: Video Adaptive Redundancy Reduction


Feb 15, 2021
Bowen Pan, Rameswar Panda, Camilo Fosco, Chung-Ching Lin, Alex Andonian, Yue Meng, Kate Saenko, Aude Oliva, Rogerio Feris

* Accepted in ICLR 2021 

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AdaFuse: Adaptive Temporal Fusion Network for Efficient Action Recognition


Feb 10, 2021
Yue Meng, Rameswar Panda, Chung-Ching Lin, Prasanna Sattigeri, Leonid Karlinsky, Kate Saenko, Aude Oliva, Rogerio Feris

* Accepted to ICLR2021 

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Semi-Supervised Action Recognition with Temporal Contrastive Learning


Feb 04, 2021
Ankit Singh, Omprakash Chakraborty, Ashutosh Varshney, Rameswar Panda, Rogerio Feris, Kate Saenko, Abir Das

* Under review 

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A Maximal Correlation Approach to Imposing Fairness in Machine Learning


Dec 30, 2020
Joshua Lee, Yuheng Bu, Prasanna Sattigeri, Rameswar Panda, Gregory Wornell, Leonid Karlinsky, Rogerio Feris

* 9 Pages 4 Figures 

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Select, Label, and Mix: Learning Discriminative Invariant Feature Representations for Partial Domain Adaptation


Dec 06, 2020
Aadarsh Sahoo, Rameswar Panda, Rogerio Feris, Kate Saenko, Abir Das


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Large Scale Neural Architecture Search with Polyharmonic Splines


Nov 20, 2020
Ulrich Finkler, Michele Merler, Rameswar Panda, Mayoore S. Jaiswal, Hui Wu, Kandan Ramakrishnan, Chun-Fu Chen, Minsik Cho, David Kung, Rogerio Feris, Bishwaranjan Bhattacharjee


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Deep Analysis of CNN-based Spatio-temporal Representations for Action Recognition


Oct 23, 2020
Chun-Fu Chen, Rameswar Panda, Kandan Ramakrishnan, Rogerio Feris, John Cohn, Aude Oliva, Quanfu Fan

* Codes and models are available on https://github.com/IBM/action-recognition-pytorch 

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Measurement-driven Security Analysis of Imperceptible Impersonation Attacks


Aug 26, 2020
Shasha Li, Karim Khalil, Rameswar Panda, Chengyu Song, Srikanth V. Krishnamurthy, Amit K. Roy-Chowdhury, Ananthram Swami

* accepted and appears in ICCCN 2020 

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Adversarial Knowledge Transfer from Unlabeled Data


Aug 13, 2020
Akash Gupta, Rameswar Panda, Sujoy Paul, Jianming Zhang, Amit K. Roy-Chowdhury

* Accepted to ACM Multimedia 2020 

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Mitigating Dataset Imbalance via Joint Generation and Classification


Aug 12, 2020
Aadarsh Sahoo, Ankit Singh, Rameswar Panda, Rogerio Feris, Abir Das

* Accepted in ECCV2020 Workshop on Imbalance Problems in Computer Vision (IPCV) 

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Camera On-boarding for Person Re-identification using Hypothesis Transfer Learning


Aug 05, 2020
Sk Miraj Ahmed, Aske R Lejbølle, Rameswar Panda, Amit K. Roy-Chowdhury

* Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (2020) 12144-12153 
* Accepted to CVPR 2020 

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AR-Net: Adaptive Frame Resolution for Efficient Action Recognition


Jul 31, 2020
Yue Meng, Chung-Ching Lin, Rameswar Panda, Prasanna Sattigeri, Leonid Karlinsky, Aude Oliva, Kate Saenko, Rogerio Feris


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NASTransfer: Analyzing Architecture Transferability in Large Scale Neural Architecture Search


Jun 23, 2020
Rameswar Panda, Michele Merler, Mayoore Jaiswal, Hui Wu, Kandan Ramakrishnan, Ulrich Finkler, Chun-Fu Chen, Minsik Cho, David Kung, Rogerio Feris, Bishwaranjan Bhattacharjee

* 19 pages, 19 Figures, 6 Tables 

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Non-Adversarial Video Synthesis with Learned Priors


Apr 17, 2020
Abhishek Aich, Akash Gupta, Rameswar Panda, Rakib Hyder, M. Salman Asif, Amit K. Roy-Chowdhury

* Accepted to CVPR 2020 

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AdaShare: Learning What To Share For Efficient Deep Multi-Task Learning


Nov 27, 2019
Ximeng Sun, Rameswar Panda, Rogerio Feris


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Estimating Skin Tone and Effects on Classification Performance in Dermatology Datasets


Oct 29, 2019
Newton M. Kinyanjui, Timothy Odonga, Celia Cintas, Noel C. F. Codella, Rameswar Panda, Prasanna Sattigeri, Kush R. Varshney

* NeurIPS 2019 Workshop on Fair ML for Health 

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Consistent Cross-view Matching for Unsupervised Person Re-identification


Aug 27, 2019
Xueping Wang, Rameswar Panda, Min Liu, Amit K Roy-Chowdhury


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Webly Supervised Joint Embedding for Cross-Modal Image-Text Retrieval


Aug 23, 2018
Niluthpol Chowdhury Mithun, Rameswar Panda, Evangelos E. Papalexakis, Amit K. Roy-Chowdhury

* ACM Multimedia 2018 

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Contemplating Visual Emotions: Understanding and Overcoming Dataset Bias


Aug 07, 2018
Rameswar Panda, Jianming Zhang, Haoxiang Li, Joon-Young Lee, Xin Lu, Amit K. Roy-Chowdhury

* ECCV 2018 

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FFNet: Video Fast-Forwarding via Reinforcement Learning


May 08, 2018
Shuyue Lan, Rameswar Panda, Qi Zhu, Amit K. Roy-Chowdhury

* CVPR 2018 

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Diversity-aware Multi-Video Summarization


Jun 09, 2017
Rameswar Panda, Niluthpol Chowdhury Mithun, Amit K. Roy-Chowdhury

* IEEE Trans. on Image Processing, 2017 (In Press) 

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