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

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
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
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
ResMLP: Feedforward networks for image classification with data-efficient training
Hugo Touvron, Piotr Bojanowski, Mathilde Caron, Matthieu Cord, Alaaeldin El-Nouby, Edouard Grave, Gautier Izacard, Armand Joulin, Gabriel Synnaeve, Jakob Verbeek, Herve Jegou
- 21 May 2021 (modified: 26 May 2025)
- NeurIPS 2021 Submitted
- Readers: Everyone
XCiT: Cross-Covariance Image Transformers
Alaaeldin El-Nouby, Hugo Touvron, Mathilde Caron, Piotr Bojanowski, Matthijs Douze, Armand Joulin, Ivan Laptev, Natalia Neverova, Gabriel Synnaeve, Jakob Verbeek, Herve Jegou
- Published: 09 Nov 2021, Last Modified: 26 May 2025
- NeurIPS 2021 Poster
- Readers: Everyone
Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting View Assignments with Support Samples
Mido Assran, Mathilde Caron, Ishan Misra, Piotr Bojanowski, Armand Joulin, Nicolas Ballas, Michael Rabbat
- 12 May 2021
- OpenReview Archive Direct Upload
- Readers: Everyone
Deep Clustering for Unsupervised Learning of Visual Features
Mathilde Caron, Piotr Bojanowski, Armand Joulin, Matthijs Douze
- 2018 (modified: 11 Nov 2022)
- ECCV (14) 2018
- Readers: Everyone

Mathilde Caron

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Verbs in Action: Improving verb understanding in video-language models

Masked Siamese Networks for Label-Efficient Learning

Contrastive Pre-training for Zero-Shot Information Retrieval

ResMLP: Feedforward networks for image classification with data-efficient training

XCiT: Cross-Covariance Image Transformers

Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting View Assignments with Support Samples

Deep Clustering for Unsupervised Learning of Visual Features

Co-Authors