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Generative Art Using Neural Visual Grammars and Dual Encoders


May 04, 2021
Chrisantha Fernando, S. M. Ali Eslami, Jean-Baptiste Alayrac, Piotr Mirowski, Dylan Banarse, Simon Osindero


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Multimodal Self-Supervised Learning of General Audio Representations


Apr 28, 2021
Luyu Wang, Pauline Luc, Adria Recasens, Jean-Baptiste Alayrac, Aaron van den Oord


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Machine Translation Decoding beyond Beam Search


Apr 12, 2021
Rémi Leblond, Jean-Baptiste Alayrac, Laurent Sifre, Miruna Pislar, Jean-Baptiste Lespiau, Ioannis Antonoglou, Karen Simonyan, Oriol Vinyals

* 23 pages 

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Broaden Your Views for Self-Supervised Video Learning


Mar 30, 2021
Adrià Recasens, Pauline Luc, Jean-Baptiste Alayrac, Luyu Wang, Florian Strub, Corentin Tallec, Mateusz Malinowski, Viorica Patraucean, Florent Altché, Michal Valko, Jean-Bastien Grill, Aäron van den Oord, Andrew Zisserman


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


Mar 30, 2021
Antoine Miech, Jean-Baptiste Alayrac, Ivan Laptev, Josef Sivic, Andrew Zisserman

* Accepted to CVPR 2021 

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Efficient Visual Pretraining with Contrastive Detection


Mar 19, 2021
Olivier J. Hénaff, Skanda Koppula, Jean-Baptiste Alayrac, Aaron van den Oord, Oriol Vinyals, João Carreira

* Technical report 

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Decoupling the Role of Data, Attention, and Losses in Multimodal Transformers


Jan 31, 2021
Lisa Anne Hendricks, John Mellor, Rosalia Schneider, Jean-Baptiste Alayrac, Aida Nematzadeh

* pre-print of MIT Press Publication version 

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RareAct: A video dataset of unusual interactions


Aug 03, 2020
Antoine Miech, Jean-Baptiste Alayrac, Ivan Laptev, Josef Sivic, Andrew Zisserman


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Self-Supervised MultiModal Versatile Networks


Jun 29, 2020
Jean-Baptiste Alayrac, Adrià Recasens, Rosalia Schneider, Relja Arandjelović, Jason Ramapuram, Jeffrey De Fauw, Lucas Smaira, Sander Dieleman, Andrew Zisserman


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Learning to Segment Actions from Observation and Narration


May 07, 2020
Daniel Fried, Jean-Baptiste Alayrac, Phil Blunsom, Chris Dyer, Stephen Clark, Aida Nematzadeh

* ACL 2020 

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Visual Grounding in Video for Unsupervised Word Translation


Mar 26, 2020
Gunnar A. Sigurdsson, Jean-Baptiste Alayrac, Aida Nematzadeh, Lucas Smaira, Mateusz Malinowski, João Carreira, Phil Blunsom, Andrew Zisserman

* CVPR 2020 
* CVPR 2020 

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End-to-End Learning of Visual Representations from Uncurated Instructional Videos


Jan 17, 2020
Antoine Miech, Jean-Baptiste Alayrac, Lucas Smaira, Ivan Laptev, Josef Sivic, Andrew Zisserman


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Controllable Attention for Structured Layered Video Decomposition


Oct 24, 2019
Jean-Baptiste Alayrac, João Carreira, Relja Arandjelović, Andrew Zisserman

* In ICCV 2019 

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HowTo100M: Learning a Text-Video Embedding by Watching Hundred Million Narrated Video Clips


Jul 31, 2019
Antoine Miech, Dimitri Zhukov, Jean-Baptiste Alayrac, Makarand Tapaswi, Ivan Laptev, Josef Sivic

* Accepted at ICCV 2019 

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Cross-task weakly supervised learning from instructional videos


Mar 19, 2019
Dimitri Zhukov, Jean-Baptiste Alayrac, Ramazan Gokberk Cinbis, David Fouhey, Ivan Laptev, Josef Sivic

* 10 pages, 7 figures, to be published in proceedings of the CVPR, 2019 

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The Visual Centrifuge: Model-Free Layered Video Representations


Dec 04, 2018
Jean-Baptiste Alayrac, João Carreira, Andrew Zisserman


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Learning to Localize and Align Fine-Grained Actions to Sparse Instructions


Sep 22, 2018
Meera Hahn, Nataniel Ruiz, Jean-Baptiste Alayrac, Ivan Laptev, James M. Rehg


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A flexible model for training action localization with varying levels of supervision


Jun 29, 2018
Guilhem Chéron, Jean-Baptiste Alayrac, Ivan Laptev, Cordelia Schmid


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SEARNN: Training RNNs with Global-Local Losses


Mar 04, 2018
Rémi Leblond, Jean-Baptiste Alayrac, Anton Osokin, Simon Lacoste-Julien

* Published as a conference paper at ICLR 2018, 16 pages 

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Joint Discovery of Object States and Manipulation Actions


Aug 28, 2017
Jean-Baptiste Alayrac, Josev Sivic, Ivan Laptev, Simon Lacoste-Julien

* Appears in: International Conference on Computer Vision 2017 (ICCV 2017). 15 pages 

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Learning from Video and Text via Large-Scale Discriminative Clustering


Jul 27, 2017
Antoine Miech, Jean-Baptiste Alayrac, Piotr Bojanowski, Ivan Laptev, Josef Sivic

* To appear in ICCV 2017 

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Unsupervised Learning from Narrated Instruction Videos


Jun 28, 2016
Jean-Baptiste Alayrac, Piotr Bojanowski, Nishant Agrawal, Josef Sivic, Ivan Laptev, Simon Lacoste-Julien

* Appears in: 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2016). 21 pages 

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Minding the Gaps for Block Frank-Wolfe Optimization of Structured SVMs


May 30, 2016
Anton Osokin, Jean-Baptiste Alayrac, Isabella Lukasewitz, Puneet K. Dokania, Simon Lacoste-Julien

* Appears in Proceedings of the 33rd International Conference on Machine Learning (ICML 2016). 31 pages 

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