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Zero-Shot Video Question Answering via Frozen Bidirectional Language Models



Antoine Yang , Antoine Miech , Josef Sivic , Ivan Laptev , Cordelia Schmid

* 23 pages; 5 figures 

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Learning to Answer Visual Questions from Web Videos



Antoine Yang , Antoine Miech , Josef Sivic , Ivan Laptev , Cordelia Schmid

* Accepted at the TPAMI Special Issue on the Best Papers of ICCV 2021. Journal extension of the conference paper arXiv:2012.00451. 16 pages, 13 figures 

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Flamingo: a Visual Language Model for Few-Shot Learning



Jean-Baptiste Alayrac , Jeff Donahue , Pauline Luc , Antoine Miech , Iain Barr , Yana Hasson , Karel Lenc , Arthur Mensch , Katie Millican , Malcolm Reynolds , Roman Ring , Eliza Rutherford , Serkan Cabi , Tengda Han , Zhitao Gong , Sina Samangooei , Marianne Monteiro , Jacob Menick , Sebastian Borgeaud , Andrew Brock , Aida Nematzadeh , Sahand Sharifzadeh , Mikolaj Binkowski , Ricardo Barreira , Oriol Vinyals , Andrew Zisserman , Karen Simonyan


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TubeDETR: Spatio-Temporal Video Grounding with Transformers



Antoine Yang , Antoine Miech , Josef Sivic , Ivan Laptev , Cordelia Schmid

* Accepted at CVPR 2022 (Oral); 17 pages; 8 figures 

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Look for the Change: Learning Object States and State-Modifying Actions from Untrimmed Web Videos



Tomáš Souček , Jean-Baptiste Alayrac , Antoine Miech , Ivan Laptev , Josef Sivic

* To be published in Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022 

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Thinking Fast and Slow: Efficient Text-to-Visual Retrieval with Transformers



Antoine Miech , Jean-Baptiste Alayrac , Ivan Laptev , Josef Sivic , Andrew Zisserman

* Accepted to CVPR 2021 

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



Antoine Yang , Antoine Miech , Josef Sivic , Ivan Laptev , Cordelia Schmid

* 19 pages; 12 figures 

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RareAct: A video dataset of unusual interactions



Antoine Miech , Jean-Baptiste Alayrac , Ivan Laptev , Josef Sivic , Andrew Zisserman


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The End-of-End-to-End: A Video Understanding Pentathlon Challenge (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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End-to-End Learning of Visual Representations from Uncurated Instructional Videos



Antoine Miech , Jean-Baptiste Alayrac , Lucas Smaira , Ivan Laptev , Josef Sivic , Andrew Zisserman


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