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Stacked Temporal Attention: Improving First-person Action Recognition by Emphasizing Discriminative Clips


Dec 02, 2021
Lijin Yang, Yifei Huang, Yusuke Sugano, Yoichi Sato

* BMVC 2021 

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Leveraging Human Selective Attention for Medical Image Analysis with Limited Training Data


Dec 02, 2021
Yifei Huang, Xiaoxiao Li, Lijin Yang, Lin Gu, Yingying Zhu, Hirofumi Seo, Qiuming Meng, Tatsuya Harada, Yoichi Sato

* BMVC 2021 

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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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Spatio-Temporal Perturbations for Video Attribution


Sep 01, 2021
Zhenqiang Li, Weimin Wang, Zuoyue Li, Yifei Huang, Yoichi Sato

* IEEE Transactions on Circuits and Systems for Video Technology 2021 

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FACIAL: Synthesizing Dynamic Talking Face with Implicit Attribute Learning


Aug 18, 2021
Chenxu Zhang, Yifan Zhao, Yifei Huang, Ming Zeng, Saifeng Ni, Madhukar Budagavi, Xiaohu Guo

* 10 pages, 9 figures. Accepted by ICCV 2021 

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EPIC-KITCHENS-100 Unsupervised Domain Adaptation Challenge for Action Recognition 2021: Team M3EM Technical Report


Jul 01, 2021
Lijin Yang, Yifei Huang, Yusuke Sugano, Yoichi Sato


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Goal-Oriented Gaze Estimation for Zero-Shot Learning


Mar 05, 2021
Yang Liu, Lei Zhou, Xiao Bai, Yifei Huang, Lin Gu, Jun Zhou, Tatsuya Harada

* Accepted by CVPR2021 

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Commonsense Knowledge Aware Concept Selection For Diverse and Informative Visual Storytelling


Feb 05, 2021
Hong Chen, Yifei Huang, Hiroya Takamura, Hideki Nakayama

* Accepted by AAAI2021 

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Adversarial Robustness of Stabilized NeuralODEs Might be from Obfuscated Gradients


Sep 28, 2020
Yifei Huang, Yaodong Yu, Hongyang Zhang, Yi Ma, Yuan Yao

* 16 pages 

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A Comprehensive Study on Visual Explanations for Spatio-temporal Networks


May 01, 2020
Zhenqiang Li, Weimin Wang, Zuoyue Li, Yifei Huang, Yoichi Sato


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Discovery of Bias and Strategic Behavior in Crowdsourced Performance Assessment


Aug 05, 2019
Yifei Huang, Matt Shum, Xi Wu, Jason Zezhong Xiao

* International Workshop of Talent and Management Computing, KDD 2019 

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An Evaluation of Transfer Learning for Classifying Sales Engagement Emails at Large Scale


Apr 19, 2019
Yong Liu, Pavel Dmitriev, Yifei Huang, Andrew Brooks, Li Dong


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Manipulation-skill Assessment from Videos with Spatial Attention Network


Jan 09, 2019
Zhenqiang Li, Yifei Huang, Minjie Cai, Yoichi Sato


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Mutual Context Network for Jointly Estimating Egocentric Gaze and Actions


Jan 07, 2019
Yifei Huang, Minjie Cai, Zhenqiang Li, Yoichi Sato


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Differentiable Fine-grained Quantization for Deep Neural Network Compression


Oct 20, 2018
Hsin-Pai Cheng, Yuanjun Huang, Xuyang Guo, Yifei Huang, Feng Yan, Hai Li, Yiran Chen


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On Breiman's Dilemma in Neural Networks: Phase Transitions of Margin Dynamics


Oct 18, 2018
Weizhi Zhu, Yifei Huang, Yuan Yao

* 34 pages 

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Semantic Aware Attention Based Deep Object Co-segmentation


Oct 16, 2018
Hong Chen, Yifei Huang, Hideki Nakayama


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Predicting Gaze in Egocentric Video by Learning Task-dependent Attention Transition


Jul 20, 2018
Yifei Huang, Minjie Cai, Zhenqiang Li, Yoichi Sato


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