Jean-Baptiste Alayrac
Jean-Baptiste Alayrac
DeepMind, London
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Tytuł
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Unsupervised learning from narrated instruction videos
JB Alayrac, P Bojanowski, N Agrawal, J Sivic, I Laptev, S Lacoste-Julien
CVPR 2016 - Proceedings of the IEEE Conference on Computer Vision and …, 2016
2052016
Howto100m: Learning a text-video embedding by watching hundred million narrated video clips
A Miech, D Zhukov, JB Alayrac, M Tapaswi, I Laptev, J Sivic
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019
1972019
End-to-end learning of visual representations from uncurated instructional videos
A Miech, JB Alayrac, L Smaira, I Laptev, J Sivic, A Zisserman
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
1452020
Are Labels Required for Improving Adversarial Robustness?
J Uesato, JB Alayrac, PS Huang, R Stanforth, A Fawzi, P Kohli
NeurIPS 2019, 2019
133*2019
Minding the gaps for block Frank-Wolfe optimization of structured SVMs
A Osokin, JB Alayrac, I Lukasewitz, P Dokania, S Lacoste-Julien
ICML 2016 - Proceedings of the 33rd International Conference on Machine Learning, 2016
712016
Cross-task weakly supervised learning from instructional videos
D Zhukov, JB Alayrac, RG Cinbis, D Fouhey, I Laptev, J Sivic
CVPR 2019 - Proceedings of the IEEE Conference on Computer Vision and …, 2019
562019
Self-Supervised MultiModal Versatile Networks.
JB Alayrac, A Recasens, R Schneider, R Arandjelovic, J Ramapuram, ...
NeurIPS 2 (6), 7, 2020
522020
Joint discovery of object states and manipulation actions
JB Alayrac, J Sivic, I Laptev, S Lacoste-Julien
ICCV 2017 - Proceedings of the IEEE International Conference on Computer Vision, 2017
452017
Learning from video and text via large-scale discriminative clustering
A Miech, JB Alayrac, P Bojanowski, I Laptev, J Sivic
ICCV 2017 - Proceedings of the IEEE International Conference on Computer Vision, 2017
412017
SEARNN: Training RNNs with global-local losses
R Leblond, JB Alayrac, A Osokin, S Lacoste-Julien
ICLR 2018, 2017
332017
Thermally-drawn fibers with spatially-selective porous domains
B Grena, JB Alayrac, E Levy, AM Stolyarov, JD Joannopoulos, Y Fink
Nature Communications 8 (1), 364, 2017
252017
A flexible model for training action localization with varying levels of supervision
G Chéron, JB Alayrac, I Laptev, C Schmid
NeurIPS 2018, 2018
232018
Visual grounding in video for unsupervised word translation
GA Sigurdsson, JB Alayrac, A Nematzadeh, L Smaira, M Malinowski, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
202020
The Visual Centrifuge: Model-Free Layered Video Representations
JB Alayrac, J Carreira, A Zisserman
CVPR 2019 - Proceedings of the IEEE Conference on Computer Vision and …, 2018
172018
Learning from narrated instruction videos
JB Alayrac, P Bojanowski, N Agrawal, J Sivic, I Laptev, S Lacoste-Julien
IEEE Transactions on Pattern Analysis and Machine Intelligence 40 (9), 2194-2208, 2018
102018
Efficient visual pretraining with contrastive detection
OJ Hénaff, S Koppula, JB Alayrac, A Oord, O Vinyals, J Carreira
arXiv preprint arXiv:2103.10957, 2021
72021
Thinking Fast and Slow: Efficient Text-to-Visual Retrieval with Transformers
A Miech, JB Alayrac, I Laptev, J Sivic, A Zisserman
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
72021
Decoupling the role of data, attention, and losses in multimodal transformers
LA Hendricks, J Mellor, R Schneider, JB Alayrac, A Nematzadeh
arXiv preprint arXiv:2102.00529, 2021
62021
Learning to localize and align fine-grained actions to sparse instructions
M Hahn, N Ruiz, JB Alayrac, I Laptev, JM Rehg
arXiv preprint arXiv:1809.08381, 2018
62018
Learning to segment actions from observation and narration
D Fried, JB Alayrac, P Blunsom, C Dyer, S Clark, A Nematzadeh
arXiv preprint arXiv:2005.03684, 2020
42020
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