Mathilde Caron

Researcher, Google

Joined

July 2019

Names

Mathilde Caron

Emails

****@fb.com (Confirmed)

****@google.com (Confirmed)

****@gmail.com (Confirmed)

Personal Links

DBLP

Career & Education History

Researcher

Google (google.com)

2022 – Present

PhD student

INRIA + Meta (inria.fr)

2018 – 2021

MS student

Facebook (fb.com)

2017 – 2018

Advisors, Relations & Conflicts

PhD Advisor

Julien Mairal

2018 – 2021

PhD Advisor

Armand Joulin

2018 – 2021

PhD Advisor

Piotr Bojanowski

2018 – 2021

Expertise

self-supervised visual representation learning

2018 – 2022

Publications

Temporal Chain of Thought: Long-Video Understanding by Thinking in Frames
Anurag Arnab, Ahmet Iscen, Mathilde Caron, Alireza Fathi, Cordelia Schmid
- NeurIPS 2025 poster
- Readers: Everyone
Incrementally Adapting Generative Vision-Language Models with Task Codebook
Jinghao Zhou, Ahmet Iscen, Mathilde Caron, Christian Rupprecht, Philip Torr, Cordelia Schmid
- Submitted to ICLR 2025
- Readers: Everyone
Web-Scale Visual Entity Recognition: An LLM-Driven Data Approach
Mathilde Caron, Alireza Fathi, Cordelia Schmid, Ahmet Iscen
- NeurIPS 2024 poster
- Readers: Everyone
Verbs in Action: Improving verb understanding in video-language models
Liliane Momeni, Mathilde Caron, Arsha Nagrani, Andrew Zisserman, Cordelia Schmid
- 12 Oct 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Retrieval-Enhanced Contrastive Vision-Text Models
Ahmet Iscen, Mathilde Caron, Alireza Fathi, Cordelia Schmid
- ICLR 2024 poster
- Readers: Everyone
Patch n’ Pack: NaViT, a Vision Transformer for any Aspect Ratio and Resolution
Mostafa Dehghani, Basil Mustafa, Josip Djolonga, Jonathan Heek, Matthias Minderer, Mathilde Caron, Andreas Peter Steiner, Joan Puigcerver, Robert Geirhos, Ibrahim Alabdulmohsin, Avital Oliver, Piotr Padlewski, Alexey A. Gritsenko, Mario Lucic, Neil Houlsby
- NeurIPS 2023 poster
- Readers: Everyone
Scaling Vision Transformers to 22 Billion Parameters
Mostafa Dehghani, Josip Djolonga, Basil Mustafa, Piotr Padlewski, Jonathan Heek, Justin Gilmer, Andreas Peter Steiner, Mathilde Caron, Robert Geirhos, Ibrahim Alabdulmohsin, Rodolphe Jenatton, Lucas Beyer, Michael Tschannen, Anurag Arnab, Xiao Wang, Carlos Riquelme Ruiz, Matthias Minderer, Joan Puigcerver, Utku Evci, Manoj Kumar et al. (22 additional authors not shown)
- ICML 2023 OralPoster
- Readers: Everyone
Masked Siamese Networks for Label-Efficient Learning
Mido Assran, Mathilde Caron, Ishan Misra, Piotr Bojanowski, Florian Bordes, Pascal Vincent, Armand Joulin, Michael Rabbat, Nicolas Ballas
- 03 Nov 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Unsupervised Dense Information Retrieval with Contrastive Learning
Gautier Izacard, Mathilde Caron, Lucas Hosseini, Sebastian Riedel, Piotr Bojanowski, Armand Joulin, Edouard Grave
- Accepted by TMLR
- Readers: Everyone
Contrastive Pre-training for Zero-Shot Information Retrieval
Gautier Izacard, Mathilde Caron, Lucas Hosseini, Sebastian Riedel, Piotr Bojanowski, Armand Joulin, Edouard Grave
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Submitted
- Readers: Everyone

View all 14 publications

Co-Authors

View all 71 co-authors