Huy V. Vo

Researcher, Meta

Joined

December 2019

Names

Huy V. Vo

Emails

****@inria.fr (Confirmed)

****@gmail.com (Confirmed)

****@meta.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Researcher

Meta (meta.com)

2022 – Present

PhD student

Ecole Normale Superieure (ens.fr)

2018 – 2022

PhD student

Valeo (valeo.com)

2018 – 2022

PhD student

INRIA (inria.fr)

2018 – 2022

MS student

Ecole Normale Superieure de Paris Saclay (ens-paris-saclay.fr)

2017 – 2018

Undergrad student

Ecole polytechnique (polytechnique.edu)

2014 – 2018

Advisors, Relations & Conflicts

PhD Advisor

Jean Ponce

2018 – 2022

PhD Advisor

Patrick Pérez

2018 – 2022

Expertise

object discovery

object detection

unsupervised learning

weakly-supervised learning

active learning

2018 – 2023

Publications

DINOv3
Oriane Siméoni, Huy V. Vo, Maximilian Seitzer, Federico Baldassarre, Maxime Oquab, Cijo Jose, Vasil Khalidov, Marc Szafraniec, Seung Eun Yi, Michael Ramamonjisoa, Francisco Massa, Daniel HAZIZA, Luca Wehrstedt, Jianyuan Wang, Timothée Darcet, Théo Moutakanni, Leonel Sentana, Claire Roberts, Andrea Vedaldi, Jamie Tolan et al. (6 additional authors not shown)
- Accepted by TMLR
- Readers: Everyone
Disentangling the Factors of Convergence between Brains and DINOv3
Joséphine Raugel, Marc Szafraniec, Huy V. Vo, Camille Couprie, Jérémy Rapin, Stéphane d'Ascoli, Patrick Labatut, Piotr Bojanowski, Valentin Wyart, Jean-Remi King
- ICLR 2026 Poster
- Readers: Everyone
Revisiting [CLS] and Patch Token Interaction in Vision Transformers
Alexis Marouani, Oriane Siméoni, Herve Jegou, Piotr Bojanowski, Huy V. Vo
- ICLR 2026 Poster
- Readers: Everyone
A Clustering Baseline for Object-Centric Representations
Federico Baldassarre, Josselin Somerville Roberts, Huy V. Vo, Maxime Oquab, Piotr Bojanowski
- Submitted to ICLR 2025
- Readers: Everyone
Automatic Data Curation for Self-Supervised Learning: A Clustering-Based Approach
Huy V. Vo, Vasil Khalidov, Timothée Darcet, Théo Moutakanni, Nikita Smetanin, Marc Szafraniec, Hugo Touvron, camille couprie, Maxime Oquab, Armand Joulin, Herve Jegou, Patrick Labatut, Piotr Bojanowski
- Accepted by TMLR
- Readers: Everyone
DINOv2: Learning Robust Visual Features without Supervision
Maxime Oquab, Timothée Darcet, Théo Moutakanni, Huy V. Vo, Marc Szafraniec, Vasil Khalidov, Pierre Fernandez, Daniel HAZIZA, Francisco Massa, Alaaeldin El-Nouby, Mido Assran, Nicolas Ballas, Wojciech Galuba, Russell Howes, Po-Yao Huang, Shang-Wen Li, Ishan Misra, Michael Rabbat, Vasu Sharma, Gabriel Synnaeve et al. (6 additional authors not shown)
- Accepted by TMLR
- Readers: Everyone
Active Learning Strategies for Weakly-supervised Object Detection
Huy V. Vo, Oriane Siméoni, Spyros Gidaris, Andrei Bursuc, Patrick Pérez, Jean Ponce
- 2022 (modified: 09 Nov 2022)
- CoRR 2022
- Readers: Everyone
Automatic Infectious Disease Classification Analysis with Concept Discovery
Elena Sizikova, Joshua Vendrow, Xu Cao, Rachel Grotheer, Jamie Haddock, Lara Kassab, Alona Kryshchenko, Thomas Merkh, R. W. M. A. Madushani, Kenny Moise, Annie Ulichney, Huy V. Vo, Chuntian Wang, Megan Coffee, Kathryn Leonard, Deanna Needell
- 2022 (modified: 09 Nov 2022)
- CoRR 2022
- Readers: Everyone
Annotation-efficient learning for object discovery and detection. (Les méthodes d'apprentissage efficaces en annotation pour la découverte et la détection d'objets)
Huy V. Vo
- 2022 (modified: 20 Apr 2023)
- undefined 2022
- Readers: Everyone
Large-Scale Unsupervised Object Discovery
Huy V. Vo, Elena Sizikova, Cordelia Schmid, Patrick Perez, Jean Ponce
- Published: 09 Nov 2021, Last Modified: 26 May 2025
- NeurIPS 2021 Poster
- Readers: Everyone

View all 16 publications

Co-Authors

View all 81 co-authors