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DINOv2: Learning Robust Visual Features without Supervision
v1v2 (latest)

DINOv2: Learning Robust Visual Features without Supervision

14 April 2023
Maxime Oquab
Timothée Darcet
Théo Moutakanni
Huy Q. Vo
Marc Szafraniec
Vasil Khalidov
Pierre Fernandez
Daniel Haziza
Francisco Massa
Alaaeldin El-Nouby
Mahmoud Assran
Nicolas Ballas
Wojciech Galuba
Russ Howes
Po-Yao (Bernie) Huang
Shang-Wen Li
Ishan Misra
Michael G. Rabbat
Vasu Sharma
Gabriel Synnaeve
Huijiao Xu
Hervé Jégou
Julien Mairal
Patrick Labatut
Armand Joulin
Piotr Bojanowski
    VLMCLIPSSL
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Papers citing "DINOv2: Learning Robust Visual Features without Supervision"

14 / 864 papers shown
Title
Towards Applying Powerful Large AI Models in Classroom Teaching:
  Opportunities, Challenges and Prospects
Towards Applying Powerful Large AI Models in Classroom Teaching: Opportunities, Challenges and Prospects
Kehui Tan
Tianqi Pang
Chenyou Fan
Song Yu
68
16
0
05 May 2023
AttentionViz: A Global View of Transformer Attention
AttentionViz: A Global View of Transformer Attention
Catherine Yeh
Yida Chen
Aoyu Wu
Cynthia Chen
Fernanda Viégas
Martin Wattenberg
ViT
79
56
0
04 May 2023
Learnable Ophthalmology SAM
Learnable Ophthalmology SAM
Zhongxi Qiu
Yan Hu
Heng Li
Jiang-Dong Liu
VLMMedIm
95
27
0
26 Apr 2023
Very high resolution canopy height maps from RGB imagery using
  self-supervised vision transformer and convolutional decoder trained on
  Aerial Lidar
Very high resolution canopy height maps from RGB imagery using self-supervised vision transformer and convolutional decoder trained on Aerial Lidar
James M. Tolan
Hung-I Yang
Ben Nosarzewski
Guillaume Couairon
Huy Q. Vo
...
Piotr Bojanowski
T. Johns
Brian White
T. Tiecke
Camille Couprie
103
116
0
14 Apr 2023
Multi-granularity Interaction Simulation for Unsupervised Interactive
  Segmentation
Multi-granularity Interaction Simulation for Unsupervised Interactive Segmentation
Kehan Li
Yian Zhao
Zhennan Wang
Ze-Long Cheng
Peng Jin
Xiang Ji
Li-ming Yuan
Chang-rui Liu
Jie Chen
84
9
0
23 Mar 2023
Object-Centric Slot Diffusion
Object-Centric Slot Diffusion
Jindong Jiang
Fei Deng
Gautam Singh
S. Ahn
DiffMBDLOCL
141
61
0
20 Mar 2023
Preventing Unauthorized AI Over-Analysis by Medical Image Adversarial
  Watermarking
Preventing Unauthorized AI Over-Analysis by Medical Image Adversarial Watermarking
Xingxing Wei
Bangzheng Pu
Shiji Zhao
Chen Chi
Huazhu Fu
MedIm
46
1
0
17 Mar 2023
Deep Learning Technique for Human Parsing: A Survey and Outlook
Deep Learning Technique for Human Parsing: A Survey and Outlook
Lu Yang
Wenhe Jia
Shane Li
Q. Song
ViT
143
20
0
01 Jan 2023
Towards Unsupervised Visual Reasoning: Do Off-The-Shelf Features Know
  How to Reason?
Towards Unsupervised Visual Reasoning: Do Off-The-Shelf Features Know How to Reason?
Monika Wysoczañska
Tom Monnier
Tomasz Trzciñski
David Picard
ReLMOCL
75
1
0
20 Dec 2022
Location-Aware Self-Supervised Transformers for Semantic Segmentation
Location-Aware Self-Supervised Transformers for Semantic Segmentation
Mathilde Caron
N. Houlsby
Cordelia Schmid
ViT
70
14
0
05 Dec 2022
Trade-off Between Efficiency and Consistency for Removal-based
  Explanations
Trade-off Between Efficiency and Consistency for Removal-based Explanations
Yifan Zhang
Haowei He
Zhiyuan Tan
Yang Yuan
FAtt
99
4
0
31 Oct 2022
Efficient Bayesian Updates for Deep Learning via Laplace Approximations
Efficient Bayesian Updates for Deep Learning via Laplace Approximations
Denis Huseljic
M. Herde
Lukas Rauch
Paul Hahn
Zhixin Huang
D. Kottke
S. Vogt
Bernhard Sick
BDL
69
0
0
12 Oct 2022
Unsupervised Learning of Visual Features by Contrasting Cluster
  Assignments
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments
Mathilde Caron
Ishan Misra
Julien Mairal
Priya Goyal
Piotr Bojanowski
Armand Joulin
OCLSSL
355
4,115
0
17 Jun 2020
Billion-scale similarity search with GPUs
Billion-scale similarity search with GPUs
Jeff Johnson
Matthijs Douze
Hervé Jégou
469
3,759
0
28 Feb 2017
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