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Antoine Miech
Antoine Miech
DeepMind
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Year
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 International Conference on Computer Vision, 2630-2640, 2019
7222019
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
5262020
Flamingo: a visual language model for few-shot learning
JB Alayrac, J Donahue, P Luc, A Miech, I Barr, Y Hasson, K Lenc, ...
Advances in Neural Information Processing Systems 35, 23716-23736, 2022
4482022
Learnable pooling with context gating for video classification
A Miech, I Laptev, J Sivic
arXiv preprint arXiv:1706.06905, 2017
3452017
Learning a text-video embedding from incomplete and heterogeneous data
A Miech, I Laptev, J Sivic
arXiv preprint arXiv:1804.02516, 2018
1982018
Just ask: Learning to answer questions from millions of narrated videos
A Yang, A Miech, J Sivic, I Laptev, C Schmid
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
1192021
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
852021
Leveraging the present to anticipate the future in videos
A Miech, I Laptev, J Sivic, H Wang, L Torresani, D Tran
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
632019
Learning from video and text via large-scale discriminative clustering
A Miech, JB Alayrac, P Bojanowski, I Laptev, J Sivic
Proceedings of the IEEE international conference on computer vision, 5257-5266, 2017
482017
Tubedetr: Spatio-temporal video grounding with transformers
A Yang, A Miech, J Sivic, I Laptev, C Schmid
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
302022
Zero-shot video question answering via frozen bidirectional language models
A Yang, A Miech, J Sivic, I Laptev, C Schmid
arXiv preprint arXiv:2206.08155, 2022
242022
Learning to answer visual questions from web videos
A Yang, A Miech, J Sivic, I Laptev, C Schmid
arXiv preprint arXiv:2205.05019, 2022
152022
The end-of-end-to-end: A video understanding pentathlon challenge (2020)
S Albanie, Y Liu, A Nagrani, A Miech, E Coto, I Laptev, R Sukthankar, ...
arXiv preprint arXiv:2008.00744, 2020
112020
Rareact: A video dataset of unusual interactions
A Miech, JB Alayrac, I Laptev, J Sivic, A Zisserman
arXiv preprint arXiv:2008.01018, 2020
82020
Vid2Seq: Large-scale pretraining of a visual language model for dense video captioning
A Yang, A Nagrani, PH Seo, A Miech, J Pont-Tuset, I Laptev, J Sivic, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
42023
Look for the Change: Learning Object States and State-Modifying Actions from Untrimmed Web Videos
T Souček, JB Alayrac, A Miech, I Laptev, J Sivic
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
42022
Zorro: the masked multimodal transformer
A Recasens, J Lin, J Carreira, D Jaegle, L Wang, J Alayrac, P Luc, ...
arXiv preprint arXiv:2301.09595, 2023
22023
Perception Test: A Diagnostic Benchmark for Multimodal Video Models
V Pătrăucean, L Smaira, A Gupta, AR Continente, L Markeeva, D Banarse, ...
arXiv preprint arXiv:2305.13786, 2023
2023
Making the Most of What You Have: Adapting Pre-trained Visual Language Models in the Low-data Regime
C Zhang, A Miech, J Shen, JB Alayrac, P Luc
arXiv preprint arXiv:2305.02297, 2023
2023
Multi-Task Learning of Object State Changes from Uncurated Videos
T Souček, JB Alayrac, A Miech, I Laptev, J Sivic
arXiv preprint arXiv:2211.13500, 2022
2022
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