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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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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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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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More Is Less: Learning Efficient Video Representations by Big-Little Network and Depthwise Temporal Aggregation


Dec 02, 2019
Quanfu Fan, Chun-Fu Chen, Hilde Kuehne, Marco Pistoia, David Cox

* Accepted at NeurIPS 2019, codes and models are available at https://github.com/IBM/bLVNet-TAM 

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Efficient Fusion of Sparse and Complementary Convolutions


Sep 11, 2018
Chun-Fu Chen, Quanfu Fan, Marco Pistoia, Gwo Giun Lee

* 10 pages, updated with correct numbers 

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Big-Little Net: An Efficient Multi-Scale Feature Representation for Visual and Speech Recognition


Jul 10, 2018
Chun-Fu Chen, Quanfu Fan, Neil Mallinar, Tom Sercu, Rogerio Feris


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NISP: Pruning Networks using Neuron Importance Score Propagation


Mar 21, 2018
Ruichi Yu, Ang Li, Chun-Fu Chen, Jui-Hsin Lai, Vlad I. Morariu, Xintong Han, Mingfei Gao, Ching-Yung Lin, Larry S. Davis


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