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Emerging Properties in Self-Supervised Vision Transformers
v1v2 (latest)

Emerging Properties in Self-Supervised Vision Transformers

29 April 2021
Mathilde Caron
Hugo Touvron
Ishan Misra
Hervé Jégou
Julien Mairal
Piotr Bojanowski
Armand Joulin
ArXiv (abs)PDFHTML

Papers citing "Emerging Properties in Self-Supervised Vision Transformers"

50 / 4,175 papers shown
Title
Point2Vec for Self-Supervised Representation Learning on Point Clouds
Point2Vec for Self-Supervised Representation Learning on Point Clouds
Karim Abou Zeid
Jonas Schult
Alexander Hermans
Bastian Leibe
3DPC
73
30
0
29 Mar 2023
ARMBench: An Object-centric Benchmark Dataset for Robotic Manipulation
ARMBench: An Object-centric Benchmark Dataset for Robotic Manipulation
Chaitanya Mitash
Fan Wang
Shiyang Lu
Vikedo Terhuja
T. Garaas
F. Polido
M. Nambi
117
28
0
29 Mar 2023
Towards Foundation Models and Few-Shot Parameter-Efficient Fine-Tuning for Volumetric Organ Segmentation
Towards Foundation Models and Few-Shot Parameter-Efficient Fine-Tuning for Volumetric Organ Segmentation
Julio Silva-Rodríguez
Jose Dolz
Ismail Ben Ayed
205
14
0
29 Mar 2023
Visually Wired NFTs: Exploring the Role of Inspiration in Non-Fungible Tokens
Visually Wired NFTs: Exploring the Role of Inspiration in Non-Fungible Tokens
Lucio La Cava
Davide Costa
Andrea Tagarelli
86
7
0
29 Mar 2023
Unmasked Teacher: Towards Training-Efficient Video Foundation Models
Unmasked Teacher: Towards Training-Efficient Video Foundation Models
Kunchang Li
Yali Wang
Yizhuo Li
Yi Wang
Yinan He
Limin Wang
Yu Qiao
VGen
136
169
0
28 Mar 2023
Large-scale Pre-trained Models are Surprisingly Strong in Incremental
  Novel Class Discovery
Large-scale Pre-trained Models are Surprisingly Strong in Incremental Novel Class Discovery
Mingxuan Liu
Subhankar Roy
Zhun Zhong
N. Sebe
Elisa Ricci
CLLSSL
86
10
0
28 Mar 2023
Large-scale pretraining on pathological images for fine-tuning of small
  pathological benchmarks
Large-scale pretraining on pathological images for fine-tuning of small pathological benchmarks
Masataka Kawai
Noriaki Ota
Shinsuke Yamaoka
61
6
0
28 Mar 2023
Colo-SCRL: Self-Supervised Contrastive Representation Learning for
  Colonoscopic Video Retrieval
Colo-SCRL: Self-Supervised Contrastive Representation Learning for Colonoscopic Video Retrieval
Qingguo Chen
Shilun Cai
C. Cai
Zefang Yu
Xiaobo Li
Suncheng Xiang
61
7
0
28 Mar 2023
Object Discovery from Motion-Guided Tokens
Object Discovery from Motion-Guided Tokens
Zhipeng Bao
P. Tokmakov
Yu-Xiong Wang
Adrien Gaidon
M. Hebert
OCL
100
23
0
27 Mar 2023
GeoNet: Benchmarking Unsupervised Adaptation across Geographies
GeoNet: Benchmarking Unsupervised Adaptation across Geographies
Tarun Kalluri
Wangdong Xu
Manmohan Chandraker
OOD
63
15
0
27 Mar 2023
On the Stepwise Nature of Self-Supervised Learning
On the Stepwise Nature of Self-Supervised Learning
James B. Simon
Maksis Knutins
Liu Ziyin
Daniel Geisz
Abraham J. Fetterman
Joshua Albrecht
SSL
96
35
0
27 Mar 2023
The Stable Signature: Rooting Watermarks in Latent Diffusion Models
The Stable Signature: Rooting Watermarks in Latent Diffusion Models
Pierre Fernandez
Guillaume Couairon
Hervé Jégou
Matthijs Douze
Teddy Furon
WIGM
133
198
0
27 Mar 2023
Training-free Content Injection using h-space in Diffusion Models
Training-free Content Injection using h-space in Diffusion Models
Jaeseok Jeong
Mingi Kwon
Youngjung Uh
DiffM
103
29
0
27 Mar 2023
Learning Attention as Disentangler for Compositional Zero-shot Learning
Learning Attention as Disentangler for Compositional Zero-shot Learning
Shaozhe Hao
Kai Han
Kwan-Yee K. Wong
CoGeOCL
77
28
0
27 Mar 2023
Leveraging Hidden Positives for Unsupervised Semantic Segmentation
Leveraging Hidden Positives for Unsupervised Semantic Segmentation
Hyun Seok Seong
WonJun Moon
Subeen Lee
Jae-Pil Heo
ViT
125
34
0
27 Mar 2023
BlackVIP: Black-Box Visual Prompting for Robust Transfer Learning
BlackVIP: Black-Box Visual Prompting for Robust Transfer Learning
Changdae Oh
Hyeji Hwang
Hee-young Lee
Yongtaek Lim
Geunyoung Jung
Jiyoung Jung
Hosik Choi
Kyungwoo Song
VLMVPVLM
141
62
0
26 Mar 2023
UnScene3D: Unsupervised 3D Instance Segmentation for Indoor Scenes
UnScene3D: Unsupervised 3D Instance Segmentation for Indoor Scenes
Dávid Rozenberszki
Or Litany
Angela Dai
3DPCISeg
100
25
0
25 Mar 2023
SUDS: Scalable Urban Dynamic Scenes
SUDS: Scalable Urban Dynamic Scenes
Haithem Turki
Jason Y. Zhang
Francesco Ferroni
Deva Ramanan
143
115
0
25 Mar 2023
Vision Models Can Be Efficiently Specialized via Few-Shot Task-Aware
  Compression
Vision Models Can Be Efficiently Specialized via Few-Shot Task-Aware Compression
Denis Kuznedelev
Soroush Tabesh
Kimia Noorbakhsh
Elias Frantar
Sara Beery
Eldar Kurtic
Dan Alistarh
MQVLM
75
2
0
25 Mar 2023
Active Finetuning: Exploiting Annotation Budget in the
  Pretraining-Finetuning Paradigm
Active Finetuning: Exploiting Annotation Budget in the Pretraining-Finetuning Paradigm
Yichen Xie
Han Lu
Junchi Yan
Xiaokang Yang
Masayoshi Tomizuka
Wei Zhan
102
34
0
25 Mar 2023
Zero-Shot Everything Sketch-Based Image Retrieval, and in Explainable
  Style
Zero-Shot Everything Sketch-Based Image Retrieval, and in Explainable Style
Fengyin Lin
Mingkang Li
Da Li
Timothy M. Hospedales
Yi-Zhe Song
Yonggang Qi
116
29
0
25 Mar 2023
Supervised Masked Knowledge Distillation for Few-Shot Transformers
Supervised Masked Knowledge Distillation for Few-Shot Transformers
Hanxi Lin
G. Han
Jiawei Ma
Shiyuan Huang
Xudong Lin
Shih-Fu Chang
90
36
0
25 Mar 2023
Train/Test-Time Adaptation with Retrieval
Train/Test-Time Adaptation with Retrieval
Luca Zancato
Alessandro Achille
Tian Yu Liu
Matthew Trager
Pramuditha Perera
Stefano Soatto
TTAOOD
65
12
0
25 Mar 2023
Masked Scene Contrast: A Scalable Framework for Unsupervised 3D
  Representation Learning
Masked Scene Contrast: A Scalable Framework for Unsupervised 3D Representation Learning
Xiaoyang Wu
Xin Wen
Xihui Liu
Hengshuang Zhao
3DPC
171
45
0
24 Mar 2023
Video Pre-trained Transformer: A Multimodal Mixture of Pre-trained
  Experts
Video Pre-trained Transformer: A Multimodal Mixture of Pre-trained Experts
Kastan Day
D. Christl
Rohan Salvi
Pranav Sriram
ViT
76
1
0
24 Mar 2023
Principles of Forgetting in Domain-Incremental Semantic Segmentation in
  Adverse Weather Conditions
Principles of Forgetting in Domain-Incremental Semantic Segmentation in Adverse Weather Conditions
Tobias Kalb
Jürgen Beyerer
CLL
59
5
0
24 Mar 2023
Best of Both Worlds: Multimodal Contrastive Learning with Tabular and
  Imaging Data
Best of Both Worlds: Multimodal Contrastive Learning with Tabular and Imaging Data
Paul Hager
Fernando Navarro
Daniel Rueckert
102
55
0
24 Mar 2023
Image Deblurring by Exploring In-depth Properties of Transformer
Image Deblurring by Exploring In-depth Properties of Transformer
Pengwei Liang
Junjun Jiang
Xianming Liu
Jiayi Ma
ViT
78
20
0
24 Mar 2023
AssetField: Assets Mining and Reconfiguration in Ground Feature Plane
  Representation
AssetField: Assets Mining and Reconfiguration in Ground Feature Plane Representation
Yuanbo Xiangli
Linning Xu
Xingang Pan
Nanxuan Zhao
Bo Dai
Dahua Lin
62
11
0
24 Mar 2023
HandNeRF: Neural Radiance Fields for Animatable Interacting Hands
HandNeRF: Neural Radiance Fields for Animatable Interacting Hands
Zhiyang Guo
Wen-gang Zhou
Min Wang
Li Li
Houqiang Li
3DH
128
16
0
24 Mar 2023
End-to-End Diffusion Latent Optimization Improves Classifier Guidance
End-to-End Diffusion Latent Optimization Improves Classifier Guidance
Bram Wallace
Akash Gokul
Stefano Ermon
Nikhil Naik
196
80
0
23 Mar 2023
Adaptive Similarity Bootstrapping for Self-Distillation based
  Representation Learning
Adaptive Similarity Bootstrapping for Self-Distillation based Representation Learning
Tim Lebailly
Thomas Stegmüller
Behzad Bozorgtabar
Jean-Philippe Thiran
Tinne Tuytelaars
SSL
75
2
0
23 Mar 2023
A Closer Look at Model Adaptation using Feature Distortion and
  Simplicity Bias
A Closer Look at Model Adaptation using Feature Distortion and Simplicity Bias
Puja Trivedi
Danai Koutra
Jayaraman J. Thiagarajan
AAML
72
18
0
23 Mar 2023
The effectiveness of MAE pre-pretraining for billion-scale pretraining
The effectiveness of MAE pre-pretraining for billion-scale pretraining
Mannat Singh
Quentin Duval
Kalyan Vasudev Alwala
Haoqi Fan
Vaibhav Aggarwal
...
Piotr Dollár
Christoph Feichtenhofer
Ross B. Girshick
Rohit Girdhar
Ishan Misra
LRM
182
71
0
23 Mar 2023
Patch-Mix Transformer for Unsupervised Domain Adaptation: A Game
  Perspective
Patch-Mix Transformer for Unsupervised Domain Adaptation: A Game Perspective
Jinjing Zhu
Haotian Bai
Lin Wang
ViT
146
78
0
23 Mar 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
Zero-guidance Segmentation Using Zero Segment Labels
Zero-guidance Segmentation Using Zero Segment Labels
Pitchaporn Rewatbowornwong
Nattanat Chatthee
Ekapol Chuangsuwanich
Supasorn Suwajanakorn
VLM
60
12
0
23 Mar 2023
SINE: Semantic-driven Image-based NeRF Editing with Prior-guided Editing
  Field
SINE: Semantic-driven Image-based NeRF Editing with Prior-guided Editing Field
Chong Bao
Yinda Zhang
Bangbang Yang
Tianxing Fan
Zesong Yang
Hujun Bao
Guofeng Zhang
Zhaopeng Cui
DiffM
245
99
0
23 Mar 2023
CrOC: Cross-View Online Clustering for Dense Visual Representation
  Learning
CrOC: Cross-View Online Clustering for Dense Visual Representation Learning
Thomas Stegmüller
Tim Lebailly
Behzad Bozorgtabar
Tinne Tuytelaars
Jean-Philippe Thiran
98
17
0
23 Mar 2023
Top-Down Visual Attention from Analysis by Synthesis
Top-Down Visual Attention from Analysis by Synthesis
Baifeng Shi
Trevor Darrell
Xin Eric Wang
88
32
0
23 Mar 2023
A Survey of Historical Learning: Learning Models with Learning History
A Survey of Historical Learning: Learning Models with Learning History
Xiang Li
Ge Wu
Lingfeng Yang
Wenzhe Wang
Renjie Song
Jian Yang
MUAI4TS
103
2
0
23 Mar 2023
ProtoCon: Pseudo-label Refinement via Online Clustering and Prototypical
  Consistency for Efficient Semi-supervised Learning
ProtoCon: Pseudo-label Refinement via Online Clustering and Prototypical Consistency for Efficient Semi-supervised Learning
Islam Nassar
Munawar Hayat
Ehsan Abbasnejad
Hamid Rezatofighi
Gholamreza Haffari
74
19
0
22 Mar 2023
Instruct-NeRF2NeRF: Editing 3D Scenes with Instructions
Instruct-NeRF2NeRF: Editing 3D Scenes with Instructions
Ayaan Haque
Matthew Tancik
Alexei A. Efros
Aleksander Holynski
Angjoo Kanazawa
VGenDiffM
118
377
0
22 Mar 2023
FeatureNeRF: Learning Generalizable NeRFs by Distilling Foundation
  Models
FeatureNeRF: Learning Generalizable NeRFs by Distilling Foundation Models
Jianglong Ye
Naiyan Wang
Xinyu Wang
DiffM
94
43
0
22 Mar 2023
Correlational Image Modeling for Self-Supervised Visual Pre-Training
Correlational Image Modeling for Self-Supervised Visual Pre-Training
Wei Li
Jiahao Xie
Chen Change Loy
SSL
96
12
0
22 Mar 2023
Prompt-MIL: Boosting Multi-Instance Learning Schemes via Task-specific
  Prompt Tuning
Prompt-MIL: Boosting Multi-Instance Learning Schemes via Task-specific Prompt Tuning
Jingwei Zhang
S. Kapse
Ke Ma
Prateek Prasanna
Joel H. Saltz
Maria Vakalopoulou
Dimitris Samaras
VLM
148
18
0
21 Mar 2023
MV-MR: multi-views and multi-representations for self-supervised
  learning and knowledge distillation
MV-MR: multi-views and multi-representations for self-supervised learning and knowledge distillation
Vitaliy Kinakh
M. Drozdova
Svyatoslav Voloshynovskiy
83
2
0
21 Mar 2023
Machine Learning for Brain Disorders: Transformers and Visual
  Transformers
Machine Learning for Brain Disorders: Transformers and Visual Transformers
Robin Courant
Maika Edberg
Nicolas Dufour
Vicky Kalogeiton
MedImViT
63
1
0
21 Mar 2023
ViC-MAE: Self-Supervised Representation Learning from Images and Video
  with Contrastive Masked Autoencoders
ViC-MAE: Self-Supervised Representation Learning from Images and Video with Contrastive Masked Autoencoders
J. Hernandez
Ruben Villegas
Vicente Ordonez
SSL
75
2
0
21 Mar 2023
Contrastive Alignment of Vision to Language Through Parameter-Efficient
  Transfer Learning
Contrastive Alignment of Vision to Language Through Parameter-Efficient Transfer Learning
Zaid Khan
Yun Fu
VLM
63
14
0
21 Mar 2023
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