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Deepfake Caricatures: Amplifying attention to artifacts increases deepfake detection by humans and machines



Camilo Fosco , Emilie Josephs , Alex Andonian , Allen Lee , Xi Wang , Aude Oliva

* 9 pages, 5 figures, 4 tables 

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



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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Dynamic Network Quantization for Efficient Video Inference



Ximeng Sun , Rameswar Panda , Chun-Fu Chen , Aude Oliva , Rogerio Feris , Kate Saenko

* ICCV 2021 Camera Ready Version 

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IA-RED$^2$: Interpretability-Aware Redundancy Reduction for Vision Transformers



Bowen Pan , Yifan Jiang , Rameswar Panda , Zhangyang Wang , Rogerio Feris , Aude Oliva


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Cross-Modal Discrete Representation Learning



Alexander H. Liu , SouYoung Jin , Cheng-I Jeff Lai , Andrew Rouditchenko , Aude Oliva , James Glass

* Preprint 

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AdaMML: Adaptive Multi-Modal Learning for Efficient Video Recognition



Rameswar Panda , Chun-Fu Chen , Quanfu Fan , Ximeng Sun , Kate Saenko , Aude Oliva , Rogerio Feris


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Spoken Moments: Learning Joint Audio-Visual Representations from Video Descriptions



Mathew Monfort , SouYoung Jin , Alexander Liu , David Harwath , Rogerio Feris , James Glass , Aude Oliva

* To appear at CVPR 2021 

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Memorability: An image-computable measure of information utility



Zoya Bylinskii , Lore Goetschalckx , Anelise Newman , Aude Oliva


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