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Procedural Image Programs for Representation Learning


Nov 29, 2022
Manel Baradad, Chun-Fu Chen, Jonas Wulff, Tongzhou Wang, Rogerio Feris, Antonio Torralba, Phillip Isola

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* NeurIPS 2022 
* 29 pages, Accepted in the Conference on Neural Information Processing Systems 2022 (NeurIPS 2022) 

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MaSS: Multi-attribute Selective Suppression


Oct 18, 2022
Chun-Fu Chen, Shaohan Hu, Zhonghao Shi, Prateek Gulati, Bill Moriarty, Marco Pistoia, Vincenzo Piuri, Pierangela Samarati

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Task2Sim : Towards Effective Pre-training and Transfer from Synthetic Data


Nov 30, 2021
Samarth Mishra, Rameswar Panda, Cheng Perng Phoo, Chun-Fu Chen, Leonid Karlinsky, Kate Saenko, Venkatesh Saligrama, Rogerio S. Feris

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* Pre-print 

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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

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* ICCV 2021 Camera Ready Version 

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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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RegionViT: Regional-to-Local Attention for Vision Transformers


Jun 04, 2021
Chun-Fu Chen, Rameswar Panda, Quanfu Fan

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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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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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