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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
VLM
CLIP
SSL
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Papers citing
"DINOv2: Learning Robust Visual Features without Supervision"
26 / 826 papers shown
Title
Self-Supervised Learning with Lie Symmetries for Partial Differential Equations
Grégoire Mialon
Q. Garrido
Hannah Lawrence
Danyal Rehman
Yann LeCun
B. Kiani
SSL
109
26
0
11 Jul 2023
VideoGLUE: Video General Understanding Evaluation of Foundation Models
Liangzhe Yuan
N. B. Gundavarapu
Long Zhao
Hao Zhou
Huayu Chen
...
Florian Schroff
Hartwig Adam
Ming-Hsuan Yang
Ting Liu
Boqing Gong
ELM
85
10
0
06 Jul 2023
Unbalanced Low-rank Optimal Transport Solvers
M. Scetbon
Michal Klein
Giovanni Palla
Marco Cuturi
OT
80
5
0
31 May 2023
Contextual Vision Transformers for Robust Representation Learning
Yu Bao
Theofanis Karaletsos
ViT
47
14
0
30 May 2023
Ambient Diffusion: Learning Clean Distributions from Corrupted Data
Giannis Daras
Kulin Shah
Y. Dagan
Aravind Gollakota
A. Dimakis
Adam R. Klivans
DiffM
124
75
0
30 May 2023
LowDINO -- A Low Parameter Self Supervised Learning Model
Sai Krishna Prathapaneni
Shvejan Shashank
K. SrikarReddy
115
0
0
28 May 2023
Modulate Your Spectrum in Self-Supervised Learning
Xi Weng
Yu-Li Ni
Tengwei Song
Jie Luo
Rao Muhammad Anwer
Salman Khan
Fahad Shahbaz Khan
Lei Huang
80
5
0
26 May 2023
TVTSv2: Learning Out-of-the-box Spatiotemporal Visual Representations at Scale
Ziyun Zeng
Yixiao Ge
Zhan Tong
Xihui Liu
Shutao Xia
Ying Shan
82
9
0
23 May 2023
Matcher: Segment Anything with One Shot Using All-Purpose Feature Matching
Yang Liu
Muzhi Zhu
Hengtao Li
Hao Chen
Xinlong Wang
Chunhua Shen
VLM
MLLM
181
90
0
22 May 2023
Neural Foundations of Mental Simulation: Future Prediction of Latent Representations on Dynamic Scenes
Aran Nayebi
R. Rajalingham
M. Jazayeri
G. R. Yang
76
20
0
19 May 2023
TSGM: A Flexible Framework for Generative Modeling of Synthetic Time Series
Alexander Nikitin
Letizia Iannucci
Samuel Kaski
TTA
SyDa
AI4TS
108
14
0
19 May 2023
Bridging the Domain Gap: Self-Supervised 3D Scene Understanding with Foundation Models
Zhimin Chen
Longlong Jing
Yingwei Li
Bing Li
110
34
0
15 May 2023
CLImage: Human-Annotated Datasets for Complementary-Label Learning
Hsiu-Hsuan Wang
Tan-Ha Mai
Nai-Xuan Ye
Weiliang Lin
Hsuan-Tien Lin
78
2
0
15 May 2023
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
Catherine Yeh
Yida Chen
Aoyu Wu
Cynthia Chen
Fernanda Viégas
Martin Wattenberg
ViT
79
55
0
04 May 2023
Learnable Ophthalmology SAM
Zhongxi Qiu
Yan Hu
Heng Li
Jiang-Dong Liu
VLM
MedIm
95
26
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
James M. Tolan
Hung-I Yang
Ben Nosarzewski
Guillaume Couairon
Huy Q. Vo
...
Piotr Bojanowski
T. Johns
Brian White
T. Tiecke
Camille Couprie
103
113
0
14 Apr 2023
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
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
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?
Monika Wysoczañska
Tom Monnier
Tomasz Trzciñski
David Picard
ReLM
OCL
73
1
0
20 Dec 2022
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
Yifan Zhang
Haowei He
Zhiyuan Tan
Yang Yuan
FAtt
97
4
0
31 Oct 2022
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
Mathilde Caron
Ishan Misra
Julien Mairal
Priya Goyal
Piotr Bojanowski
Armand Joulin
OCL
SSL
342
4,109
0
17 Jun 2020
Billion-scale similarity search with GPUs
Jeff Johnson
Matthijs Douze
Hervé Jégou
386
3,750
0
28 Feb 2017
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