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Picture for Lorenzo Torresani

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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A Multi-View Approach To Audio-Visual Speaker Verification


Feb 11, 2021
Leda Sarı, Kritika Singh, Jiatong Zhou, Lorenzo Torresani, Nayan Singhal, Yatharth Saraf


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VX2TEXT: End-to-End Learning of Video-Based Text Generation From Multimodal Inputs


Jan 29, 2021
Xudong Lin, Gedas Bertasius, Jue Wang, Shih-Fu Chang, Devi Parikh, Lorenzo Torresani

* Work in progress 

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A Petri Dish for Histopathology Image Analysis


Jan 29, 2021
Jerry Wei, Arief Suriawinata, Bing Ren, Xiaoying Liu, Mikhail Lisovsky, Louis Vaickus, Charles Brown, Michael Baker, Naofumi Tomita, Lorenzo Torresani, Jason Wei, Saeed Hassanpour


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Vx2Text: End-to-End Learning of Video-Based Text Generation From Multimodal Inputs


Jan 28, 2021
Xudong Lin, Gedas Bertasius, Jue Wang, Shih-Fu Chang, Devi Parikh, Lorenzo Torresani

* Work in progress 

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Slot Machines: Discovering Winning Combinations of Random Weights in Neural Networks


Jan 16, 2021
Maxwell Mbabilla Aladago, Lorenzo Torresani


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Resolution-Based Distillation for Efficient Histology Image Classification


Jan 11, 2021
Joseph DiPalma, Arief A. Suriawinata, Laura J. Tafe, Lorenzo Torresani, Saeed Hassanpour


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Learn like a Pathologist: Curriculum Learning by Annotator Agreement for Histopathology Image Classification


Sep 29, 2020
Jerry Wei, Arief Suriawinata, Bing Ren, Xiaoying Liu, Mikhail Lisovsky, Louis Vaickus, Charles Brown, Michael Baker, Mustafa Nasir-Moin, Naofumi Tomita, Lorenzo Torresani, Jason Wei, Saeed Hassanpour


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COBE: Contextualized Object Embeddings from Narrated Instructional Video


Jul 14, 2020
Gedas Bertasius, Lorenzo Torresani


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Generalized Many-Way Few-Shot Video Classification


Jul 09, 2020
Yongqin Xian, Bruno Korbar, Matthijs Douze, Bernt Schiele, Zeynep Akata, Lorenzo Torresani


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Video Understanding as Machine Translation


Jun 12, 2020
Bruno Korbar, Fabio Petroni, Rohit Girdhar, Lorenzo Torresani


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Stein Variational Inference for Discrete Distributions


Mar 01, 2020
Jun Han, Fan Ding, Xianglong Liu, Lorenzo Torresani, Jian Peng, Qiang Liu

* AISTATS 2020 

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Listen to Look: Action Recognition by Previewing Audio


Dec 12, 2019
Ruohan Gao, Tae-Hyun Oh, Kristen Grauman, Lorenzo Torresani


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Classifying, Segmenting, and Tracking Object Instances in Video with Mask Propagation


Dec 10, 2019
Gedas Bertasius, Lorenzo Torresani


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Self-Supervised Learning by Cross-Modal Audio-Video Clustering


Nov 28, 2019
Humam Alwassel, Dhruv Mahajan, Lorenzo Torresani, Bernard Ghanem, Du Tran


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Only Time Can Tell: Discovering Temporal Data for Temporal Modeling


Jul 19, 2019
Laura Sevilla-Lara, Shengxin Zha, Zhicheng Yan, Vedanuj Goswami, Matt Feiszli, Lorenzo Torresani


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UniDual: A Unified Model for Image and Video Understanding


Jun 12, 2019
Yufei Wang, Du Tran, Lorenzo Torresani


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Video Modeling with Correlation Networks


Jun 07, 2019
Heng Wang, Du Tran, Lorenzo Torresani, Matt Feiszli


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Learning Temporal Pose Estimation from Sparsely-Labeled Videos


Jun 06, 2019
Gedas Bertasius, Christoph Feichtenhofer, Du Tran, Jianbo Shi, Lorenzo Torresani

* arXiv admin note: text overlap with arXiv:1812.04172 

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Attentive Action and Context Factorization


Apr 10, 2019
Yang Wang, Vinh Tran, Gedas Bertasius, Lorenzo Torresani, Minh Hoai

* 10 pages, 6 figures 

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SCSampler: Sampling Salient Clips from Video for Efficient Action Recognition


Apr 08, 2019
Bruno Korbar, Du Tran, Lorenzo Torresani


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Video Classification with Channel-Separated Convolutional Networks


Apr 04, 2019
Du Tran, Heng Wang, Lorenzo Torresani, Matt Feiszli


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DistInit: Learning Video Representations without a Single Labeled Video


Jan 26, 2019
Rohit Girdhar, Du Tran, Lorenzo Torresani, Deva Ramanan


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