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HistoPerm: A Permutation-Based View Generation Approach for Learning Histopathologic Feature Representations


Sep 13, 2022
Joseph DiPalma, Lorenzo Torresani, Saeed Hassanpour


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Deformable Video Transformer


Mar 31, 2022
Jue Wang, Lorenzo Torresani

* Accepted in CVPR 2022 

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Calibrating Histopathology Image Classifiers using Label Smoothing


Jan 28, 2022
Jerry Wei, Lorenzo Torresani, Jason Wei, Saeed Hassanpour


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Learning To Recognize Procedural Activities with Distant Supervision


Jan 26, 2022
Xudong Lin, Fabio Petroni, Gedas Bertasius, Marcus Rohrbach, Shih-Fu Chang, Lorenzo Torresani

* work in progress 

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Label Hallucination for Few-Shot Classification


Dec 06, 2021
Yiren Jian, Lorenzo Torresani

* Accepted by AAAI 2022. Code is available: https://github.com/yiren-jian/LabelHalluc 

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Ego4D: Around the World in 3,000 Hours of Egocentric Video


Oct 13, 2021
Kristen Grauman, Andrew Westbury, Eugene Byrne, Zachary Chavis, Antonino Furnari, Rohit Girdhar, Jackson Hamburger, Hao Jiang, Miao Liu, Xingyu Liu, Miguel Martin, Tushar Nagarajan, Ilija Radosavovic, Santhosh Kumar Ramakrishnan, Fiona Ryan, Jayant Sharma, Michael Wray, Mengmeng Xu, Eric Zhongcong Xu, Chen Zhao, Siddhant Bansal, Dhruv Batra, Vincent Cartillier, Sean Crane, Tien Do, Morrie Doulaty, Akshay Erapalli, Christoph Feichtenhofer, Adriano Fragomeni, Qichen Fu, Christian Fuegen, Abrham Gebreselasie, Cristina Gonzalez, James Hillis, Xuhua Huang, Yifei Huang, Wenqi Jia, Weslie Khoo, Jachym Kolar, Satwik Kottur, Anurag Kumar, Federico Landini, Chao Li, Yanghao Li, Zhenqiang Li, Karttikeya Mangalam, Raghava Modhugu, Jonathan Munro, Tullie Murrell, Takumi Nishiyasu, Will Price, Paola Ruiz Puentes, Merey Ramazanova, Leda Sari, Kiran Somasundaram, Audrey Southerland, Yusuke Sugano, Ruijie Tao, Minh Vo, Yuchen Wang, Xindi Wu, Takuma Yagi, Yunyi Zhu, Pablo Arbelaez, David Crandall, Dima Damen, Giovanni Maria Farinella, Bernard Ghanem, Vamsi Krishna Ithapu, C. V. Jawahar, Hanbyul Joo, Kris Kitani, Haizhou Li, Richard Newcombe, Aude Oliva, Hyun Soo Park, James M. Rehg, Yoichi Sato, Jianbo Shi, Mike Zheng Shou, Antonio Torralba, Lorenzo Torresani, Mingfei Yan, Jitendra Malik


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Long-Short Temporal Contrastive Learning of Video Transformers


Jul 08, 2021
Jue Wang, Gedas Bertasius, Du Tran, Lorenzo Torresani

* Technical report 

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Beyond Short Clips: End-to-End Video-Level Learning with Collaborative Memories


Apr 02, 2021
Xitong Yang, Haoqi Fan, Lorenzo Torresani, Larry Davis, Heng Wang

* CVPR 2021 

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Is Space-Time Attention All You Need for Video Understanding?


Feb 24, 2021
Gedas Bertasius, Heng Wang, Lorenzo Torresani


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