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Masking Modalities for Cross-modal Video Retrieval


Nov 03, 2021
Valentin Gabeur, Arsha Nagrani, Chen Sun, Karteek Alahari, Cordelia Schmid

* Accepted at WACV 2022 

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History Aware Multimodal Transformer for Vision-and-Language Navigation


Oct 25, 2021
Shizhe Chen, Pierre-Louis Guhur, Cordelia Schmid, Ivan Laptev

* Accepted in NeurIPS 2021; project page at https://cshizhe.github.io/projects/vln_hamt.html 

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Differentiable Rendering with Perturbed Optimizers


Oct 18, 2021
Quentin Le Lidec, Ivan Laptev, Cordelia Schmid, Justin Carpentier


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Airbert: In-domain Pretraining for Vision-and-Language Navigation


Aug 20, 2021
Pierre-Louis Guhur, Makarand Tapaswi, Shizhe Chen, Ivan Laptev, Cordelia Schmid

* To be published on ICCV 2021. Webpage is at https://airbert-vln.github.io/ linking to our dataset, codes and models 

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Towards unconstrained joint hand-object reconstruction from RGB videos


Aug 16, 2021
Yana Hasson, Gül Varol, Ivan Laptev, Cordelia Schmid

* Project website: https://hassony2.github.io/homan.html 

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CCVS: Context-aware Controllable Video Synthesis


Jul 16, 2021
Guillaume Le Moing, Jean Ponce, Cordelia Schmid


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Goal-Conditioned Reinforcement Learning with Imagined Subgoals


Jul 01, 2021
Elliot Chane-Sane, Cordelia Schmid, Ivan Laptev

* ICML 2021. See the project webpage at https://www.di.ens.fr/willow/research/ris/ 

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Attention Bottlenecks for Multimodal Fusion


Jun 30, 2021
Arsha Nagrani, Shan Yang, Anurag Arnab, Aren Jansen, Cordelia Schmid, Chen Sun


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HDMapGen: A Hierarchical Graph Generative Model of High Definition Maps


Jun 28, 2021
Lu Mi, Hang Zhao, Charlie Nash, Xiaohan Jin, Jiyang Gao, Chen Sun, Cordelia Schmid, Nir Shavit, Yuning Chai, Dragomir Anguelov


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Residual Reinforcement Learning from Demonstrations


Jun 15, 2021
Minttu Alakuijala, Gabriel Dulac-Arnold, Julien Mairal, Jean Ponce, Cordelia Schmid


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Large-Scale Unsupervised Object Discovery


Jun 12, 2021
Huy V. Vo, Elena Sizikova, Cordelia Schmid, Patrick Pérez, Jean Ponce

* 16 pages 

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Episodic Transformer for Vision-and-Language Navigation


May 13, 2021
Alexander Pashevich, Cordelia Schmid, Chen Sun

* Code available at https://github.com/alexpashevich/E.T.; 19 pages 

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Segmenter: Transformer for Semantic Segmentation


May 12, 2021
Robin Strudel, Ricardo Garcia, Ivan Laptev, Cordelia Schmid

* Code available at https://github.com/rstrudel/segmenter 

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Class-Balanced Distillation for Long-Tailed Visual Recognition


Apr 12, 2021
Ahmet Iscen, André Araujo, Boqing Gong, Cordelia Schmid


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Local Metrics for Multi-Object Tracking


Apr 06, 2021
Jack Valmadre, Alex Bewley, Jonathan Huang, Chen Sun, Cristian Sminchisescu, Cordelia Schmid


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Composable Augmentation Encoding for Video Representation Learning


Apr 01, 2021
Chen Sun, Arsha Nagrani, Yonglong Tian, Cordelia Schmid


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Improving robustness against common corruptions with frequency biased models


Mar 30, 2021
Tonmoy Saikia, Cordelia Schmid, Thomas Brox


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ViViT: A Video Vision Transformer


Mar 29, 2021
Anurag Arnab, Mostafa Dehghani, Georg Heigold, Chen Sun, Mario Lučić, Cordelia Schmid


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Unified Graph Structured Models for Video Understanding


Mar 29, 2021
Anurag Arnab, Chen Sun, Cordelia Schmid


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Learning Temporal Dynamics from Cycles in Narrated Video


Jan 07, 2021
Dave Epstein, Jiajun Wu, Cordelia Schmid, Chen Sun


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Look Before you Speak: Visually Contextualized Utterances


Dec 10, 2020
Paul Hongsuck Seo, Arsha Nagrani, Cordelia Schmid


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Image Matching with Scale Adjustment


Dec 10, 2020
Yves Dufournaud, Cordelia Schmid, Radu Horaud

* Computer Vision and Image Understanding, volume 93, 2004 

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Just Ask: Learning to Answer Questions from Millions of Narrated Videos


Dec 01, 2020
Antoine Yang, Antoine Miech, Josef Sivic, Ivan Laptev, Cordelia Schmid

* 19 pages; 12 figures 

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Learning Obstacle Representations for Neural Motion Planning


Aug 29, 2020
Robin Strudel, Ricardo Garcia, Justin Carpentier, Jean-Paul Laumond, Ivan Laptev, Cordelia Schmid


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TNT: Target-driveN Trajectory Prediction


Aug 21, 2020
Hang Zhao, Jiyang Gao, Tian Lan, Chen Sun, Benjamin Sapp, Balakrishnan Varadarajan, Yue Shen, Yi Shen, Yuning Chai, Cordelia Schmid, Congcong Li, Dragomir Anguelov


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The End-of-End-to-End: A Video Understanding Pentathlon Challenge (2020)


Aug 03, 2020
Samuel Albanie, Yang Liu, Arsha Nagrani, Antoine Miech, Ernesto Coto, Ivan Laptev, Rahul Sukthankar, Bernard Ghanem, Andrew Zisserman, Valentin Gabeur, Chen Sun, Karteek Alahari, Cordelia Schmid, Shizhe Chen, Yida Zhao, Qin Jin, Kaixu Cui, Hui Liu, Chen Wang, Yudong Jiang, Xiaoshuai Hao

* Individual reports, dataset information, rules, and released source code can be found at the competition webpage (https://www.robots.ox.ac.uk/~vgg/challenges/video-pentathlon

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Learning Video Representations from Textual Web Supervision


Jul 29, 2020
Jonathan C. Stroud, David A. Ross, Chen Sun, Jia Deng, Rahul Sukthankar, Cordelia Schmid


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