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Everything at Once -- Multi-modal Fusion Transformer for Video Retrieval


Dec 08, 2021
Nina Shvetsova, Brian Chen, Andrew Rouditchenko, Samuel Thomas, Brian Kingsbury, Rogerio Feris, David Harwath, James Glass, Hilde Kuehne


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Unsupervised Domain Generalization by Learning a Bridge Across Domains


Dec 04, 2021
Sivan Harary, Eli Schwartz, Assaf Arbelle, Peter Staar, Shady Abu-Hussein, Elad Amrani, Roei Herzig, Amit Alfassy, Raja Giryes, Hilde Kuehne, Dina Katabi, Kate Saenko, Rogerio Feris, Leonid Karlinsky


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Targeted Supervised Contrastive Learning for Long-Tailed Recognition


Nov 27, 2021
Tianhong Li, Peng Cao, Yuan Yuan, Lijie Fan, Yuzhe Yang, Rogerio Feris, Piotr Indyk, Dina Katabi

* The first two authors contributed equally to this paper 

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Cascaded Multilingual Audio-Visual Learning from Videos


Nov 08, 2021
Andrew Rouditchenko, Angie Boggust, David Harwath, Samuel Thomas, Hilde Kuehne, Brian Chen, Rameswar Panda, Rogerio Feris, Brian Kingsbury, Michael Picheny, James Glass

* Presented at Interspeech 2021. This version contains updated results using the YouCook-Japanese dataset 

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Dynamic Network Quantization for Efficient Video Inference


Aug 23, 2021
Ximeng Sun, Rameswar Panda, Chun-Fu Chen, Aude Oliva, Rogerio Feris, Kate Saenko

* ICCV 2021 Camera Ready Version 

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Separating Skills and Concepts for Novel Visual Question Answering


Jul 19, 2021
Spencer Whitehead, Hui Wu, Heng Ji, Rogerio Feris, Kate Saenko

* Paper at CVPR 2021. 14 pages, 7 figures 

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IA-RED$^2$: Interpretability-Aware Redundancy Reduction for Vision Transformers


Jun 23, 2021
Bowen Pan, Yifan Jiang, Rameswar Panda, Zhangyang Wang, Rogerio Feris, Aude Oliva


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Dynamic Distillation Network for Cross-Domain Few-Shot Recognition with Unlabeled Data


Jun 14, 2021
Ashraful Islam, Chun-Fu Chen, Rameswar Panda, Leonid Karlinsky, Rogerio Feris, Richard J. Radke


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AdaMML: Adaptive Multi-Modal Learning for Efficient Video Recognition


May 12, 2021
Rameswar Panda, Chun-Fu Chen, Quanfu Fan, Ximeng Sun, Kate Saenko, Aude Oliva, Rogerio Feris


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Spoken Moments: Learning Joint Audio-Visual Representations from Video Descriptions


May 10, 2021
Mathew Monfort, SouYoung Jin, Alexander Liu, David Harwath, Rogerio Feris, James Glass, Aude Oliva

* To appear at CVPR 2021 

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Multimodal Clustering Networks for Self-supervised Learning from Unlabeled Videos


May 05, 2021
Brian Chen, Andrew Rouditchenko, Kevin Duarte, Hilde Kuehne, Samuel Thomas, Angie Boggust, Rameswar Panda, Brian Kingsbury, Rogerio Feris, David Harwath, James Glass, Michael Picheny, Shih-Fu Chang


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Pseudo-IoU: Improving Label Assignment in Anchor-Free Object Detection


Apr 29, 2021
Jiachen Li, Bowen Cheng, Rogerio Feris, Jinjun Xiong, Thomas S. Huang, Wen-Mei Hwu, Humphrey Shi

* CVPR 2021 Workshop 

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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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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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Learning from Lexical Perturbations for Consistent Visual Question Answering


Dec 23, 2020
Spencer Whitehead, Hui Wu, Yi Ren Fung, Heng Ji, Rogerio Feris, Kate Saenko

* 14 pages, 8 figures 

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Fine-grained Angular Contrastive Learning with Coarse Labels


Dec 07, 2020
Guy Bukchin, Eli Schwartz, Kate Saenko, Ori Shahar, Rogerio Feris, Raja Giryes, Leonid Karlinsky


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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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OnlineAugment: Online Data Augmentation with Less Domain Knowledge


Aug 22, 2020
Zhiqiang Tang, Yunhe Gao, Leonid Karlinsky, Prasanna Sattigeri, Rogerio Feris, Dimitris Metaxas

* ECCV2020 

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