Följ
Huy V. Vo
Huy V. Vo
Researcher at Meta FAIR
Verifierad e-postadress på meta.com - Startsida
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Dinov2: Learning robust visual features without supervision
M Oquab, T Darcet, T Moutakanni, HV Vo, M Szafraniec, V Khalidov, ...
Transactions on Machine Learning Research (TMLR), 2023
2895*2023
Localizing Objects with Self-Supervised Transformers and no Labels
O Siméoni, G Puy, HV Vo, S Roburin, S Gidaris, A Bursuc, P Pérez, ...
British Machine Vision Conference (BMVC), 2021
2142021
Toward unsupervised, multi-object discovery in large-scale image collections
HV Vo, P Pérez, J Ponce
European Conference on Computer Vision (ECCV), 2020
812020
Unsupervised image matching and object discovery as optimization
HV Vo, F Bach, M Cho, K Han, Y LeCun, P Pérez, J Ponce
Computer Vision and Pattern Recognition (CVPR), 8287-8296, 2019
802019
Very high resolution canopy height maps from RGB imagery using self-supervised vision transformer and convolutional decoder trained on aerial lidar
J Tolan, HI Yang, B Nosarzewski, G Couairon, HV Vo, J Brandt, J Spore, ...
Remote Sensing of Environment 300, 113888, 2024
76*2024
Large-Scale Unsupervised Object Discovery
HV Vo, E Sizikova, C Schmid, P Pérez, J Ponce
Advances in Neural Information Processing Systems 35 (NeurIPS), 2021
612021
Structural inpainting
HV Vo, NQK Duong, P Pérez
ACM International Conference on Multimedia (ACMMM), 1948-1956, 2018
422018
Active Learning Strategies for Weakly-supervised Object Detection
HV Vo, O Siméoni, S Gidaris, A Bursuc, P Pérez, J Ponce
European Conference on Computer Vision (ECCV), 2022
292022
Improving Weakly Supervised Lesion Segmentation using Multi-Task Learning
T Chu, X Li, HV Vo, RM Summers, E Sizikova
Medical Imaging with Deep Learning (MIDL), 2021
142021
Automatic Data Curation for Self-Supervised Learning: A Clustering-Based Approach
HV Vo, V Khalidov, T Darcet, T Moutakanni, N Smetanin, M Szafraniec, ...
Transactions on Machine Learning Research (TMLR), 2024
122024
Automatic Infectious Disease Classification Analysis with Concept Discovery
E Sizikova, J Vendrow, X Cao, R Grotheer, J Haddock, L Kassab, ...
Machine Learning for Health (ML4H) 2022 Extended Abstract, 2022
62022
DINOv2 Meets Text: A Unified Framework for Image-and Pixel-Level Vision-Language Alignment
C Jose, T Moutakanni, D Kang, F Baldassarre, T Darcet, H Xu, D Li, ...
arXiv preprint arXiv:2412.16334, 2024
2024
Annotation-efficient learning for object discovery and detection
HV Vo
Thesis, Ecole normale supérieure, 2022
2022
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Artiklar 1–13