Huy V. Vo

Ecole Normale Superieure
Willow, INRIA
Valeo.ai
Paris, France

About me

I am currently a final year PhD student in Computer Vision at Ecole Normale Superieure, INRIA's WILLOW team and Valeo.ai. Prior to my PhD, I was a student in Mathématique-Vision-Apprentissage (MVA) master at Ecole Normale Supérieure de Paris Saclay and the Ingénieur Polytechnicien Program of Ecole Polytechnique.

My research focuses on learning problems in images that require less supervision including object discovery, self-supervised feature learning, weakly supervised object detection/segmentation and active learning.

News

Publications

BMVC 2021Localizing Objects with Self-Supervised Transformers and no Labels
[paper][code]
Oriane Siméoni, Gilles Puy, Huy V. Vo, Simon Roburin, Spyros Gidaris, Andrei Bursuc, Patrick Pérez, Renaud Marlet and Jean Ponce
NeurIPS 2021Large-Scale Unsupervised Object Discovery
[project page]
Huy V. Vo, Elena Sizikova, Cordelia Schmid, Patrick Pérez, Jean Ponce
MIDL 2021Improving Weakly Supervised Lesion Segmentation using Multi-Task Learning
[paper][code]
Tianshu Chu, Xinmeng Li, Huy V. Vo, Ronald M Summers, Elena Sizikova
ECCV 2020Toward unsupervised, multi-object discovery in large-scale image collections
[project page]
Huy V. Vo, Patrick Pérez, Jean Ponce
CVPR 2019Unsupervised image matching and object discovery as optimization
[project page]
Huy V. Vo, Francis Bach, Minsu Cho, Kai Han, Yann LeCun, Patrick Pérez, Jean Ponce
ACMMM 2018Structural inpainting
[project page]
Huy V. Vo, Ngoc QK Duong, Patrick Pérez