Antoine Miech

According to our database, Antoine Miech authored at least 23 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

A Simple Recipe for Contrastively Pre-training Video-First Encoders Beyond 16 Frames.

Pinelopi Papalampidi, Skanda Koppula, Shreya Pathak, Justin Chiu, Joseph Heyward, Viorica Patraucean, Jiajun Shen, Antoine Miech, Andrew Zisserman, Aida Nematzadeh

CoRR, 2023

Making the Most of What You Have: Adapting Pre-trained Visual Language Models in the Low-data Regime.

Chuhan Zhang, Antoine Miech, Jiajun Shen, Jean-Baptiste Alayrac, Pauline Luc

CoRR, 2023

Zorro: the masked multimodal transformer.

Adrià Recasens, Jason Lin, João Carreira, Andrew Jaegle, Luyu Wang, Jean-Baptiste Alayrac, Pauline Luc, Antoine Miech, Lucas Smaira, Ross Hemsley, Andrew Zisserman

CoRR, 2023

Perception Test: A Diagnostic Benchmark for Multimodal Video Models.

Viorica Patraucean, Lucas Smaira, Ankush Gupta, Adrià Recasens, Larisa Markeeva, Dylan Banarse, Skanda Koppula, Joseph Heyward, Mateusz Malinowski, Yi Yang, Carl Doersch, Tatiana Matejovicova, Yury Sulsky, Antoine Miech, Alexandre Fréchette, Hanna Klimczak, Raphael Koster, Junlin Zhang, Stephanie Winkler, Yusuf Aytar, Simon Osindero, Dima Damen, Andrew Zisserman, João Carreira

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Vid2Seq: Large-Scale Pretraining of a Visual Language Model for Dense Video Captioning.

Antoine Yang, Arsha Nagrani, Paul Hongsuck Seo, Antoine Miech, Jordi Pont-Tuset, Ivan Laptev, Josef Sivic, Cordelia Schmid

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Multi-Task Learning of Object State Changes from Uncurated Videos.

Tomás Soucek, Jean-Baptiste Alayrac, Antoine Miech, Ivan Laptev, Josef Sivic

CoRR, 2022

Learning to Answer Visual Questions from Web Videos.

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

CoRR, 2022

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

CoRR, 2022

Zero-Shot Video Question Answering via Frozen Bidirectional Language Models.

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

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

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, Katherine Millican, Malcolm Reynolds, Roman Ring, Eliza Rutherford, Serkan Cabi, Tengda Han, Zhitao Gong, Sina Samangooei, Marianne Monteiro, Jacob L. Menick, Sebastian Borgeaud, Andy Brock, Aida Nematzadeh, Sahand Sharifzadeh, Mikolaj Binkowski, Ricardo Barreira, Oriol Vinyals, Andrew Zisserman, Karén Simonyan

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

TubeDETR: Spatio-Temporal Video Grounding with Transformers.

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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

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

Tomás Soucek, Jean-Baptiste Alayrac, Antoine Miech, Ivan Laptev, Josef Sivic

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

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

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

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

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

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

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Large-scale Learning from Video and Natural Language. (Apprentissage vidéo et langage naturel à grande échelle).

Antoine Miech

PhD thesis, 2020

RareAct: A video dataset of unusual interactions.

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

CoRR, 2020

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

CoRR, 2020

End-to-End Learning of Visual Representations From Uncurated Instructional Videos.

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

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

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

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

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Leveraging the Present to Anticipate the Future in Videos.

Antoine Miech, Ivan Laptev, Josef Sivic, Heng Wang, Lorenzo Torresani, Du Tran

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018

Learning a Text-Video Embedding from Incomplete and Heterogeneous Data.

Antoine Miech, Ivan Laptev, Josef Sivic

CoRR, 2018

2017

Learnable pooling with Context Gating for video classification.

Antoine Miech, Ivan Laptev, Josef Sivic

CoRR, 2017

Learning from Video and Text via Large-Scale Discriminative Clustering.

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

Proceedings of the IEEE International Conference on Computer Vision, 2017