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Overcoming Mode Collapse with Adaptive Multi Adversarial Training


Dec 29, 2021
Karttikeya Mangalam, Rohin Garg

* BMVC 2021 Poster 

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Improved Multiscale Vision Transformers for Classification and Detection


Dec 02, 2021
Yanghao Li, Chao-Yuan Wu, Haoqi Fan, Karttikeya Mangalam, Bo Xiong, Jitendra Malik, Christoph Feichtenhofer

* Technical report 

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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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Object-Region Video Transformers


Oct 13, 2021
Roei Herzig, Elad Ben-Avraham, Karttikeya Mangalam, Amir Bar, Gal Chechik, Anna Rohrbach, Trevor Darrell, Amir Globerson

* Tech report 

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LOKI: Long Term and Key Intentions for Trajectory Prediction


Aug 18, 2021
Harshayu Girase, Haiming Gang, Srikanth Malla, Jiachen Li, Akira Kanehara, Karttikeya Mangalam, Chiho Choi

* ICCV 2021 (The dataset is available at https://usa.honda-ri.com/loki

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Multiscale Vision Transformers


Apr 22, 2021
Haoqi Fan, Bo Xiong, Karttikeya Mangalam, Yanghao Li, Zhicheng Yan, Jitendra Malik, Christoph Feichtenhofer

* Technical report 

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From Goals, Waypoints & Paths To Long Term Human Trajectory Forecasting


Dec 02, 2020
Karttikeya Mangalam, Yang An, Harshayu Girase, Jitendra Malik

* 14 pages, 7 figures (including 2 GIFs) 

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Long-term Human Motion Prediction with Scene Context


Jul 07, 2020
Zhe Cao, Hang Gao, Karttikeya Mangalam, Qi-Zhi Cai, Minh Vo, Jitendra Malik

* ECCV 2020 Oral. Dataset & Code: https://github.com/ZheC/GTA-IM-Dataset. Video: https://people.eecs.berkeley.edu/~zhecao/hmp/index.html 

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It Is Not the Journey but the Destination: Endpoint Conditioned Trajectory Prediction


Apr 04, 2020
Karttikeya Mangalam, Harshayu Girase, Shreyas Agarwal, Kuan-Hui Lee, Ehsan Adeli, Jitendra Malik, Adrien Gaidon

* 14 pages, 6 figures, 3 tables 

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Disentangling Human Dynamics for Pedestrian Locomotion Forecasting with Noisy Supervision


Nov 04, 2019
Karttikeya Mangalam, Ehsan Adeli, Kuan-Hui Lee, Adrien Gaidon, Juan Carlos Niebles

* Accepted to WACV 2020 

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On Compressing U-net Using Knowledge Distillation


Dec 01, 2018
Karttikeya Mangalam, Mathieu Salzamann

* 4 pages, 1 figure 

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Learning Spontaneity to Improve Emotion Recognition In Speech


Jun 13, 2018
Karttikeya Mangalam, Tanaya Guha

* Accepted at Interspeech 2018 

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Future Person Localization in First-Person Videos


Mar 28, 2018
Takuma Yagi, Karttikeya Mangalam, Ryo Yonetani, Yoichi Sato

* Accepted to CVPR 2018 

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Bitwise Operations of Cellular Automaton on Gray-scale Images


May 19, 2017
Karttikeya Mangalam, K S Venkatesh

* 5 Pages. The code is available at : https://github.com/karttikeya/Bitwise-CA-Opeartions/ 

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