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Emerging Properties in Self-Supervised Vision Transformers

29 April 2021

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

50 / 4,176 papers shown

Title
Temporal DINO: A Self-supervised Video Strategy to Enhance Action Prediction Izzeddin Teeti Rongali Sai Bhargav Vivek Singh Andrew Bradley Biplab Banerjee Fabio Cuzzolin 66 3 0 08 Aug 2023
Unsupervised Camouflaged Object Segmentation as Domain Adaptation Yi Zhang Chengyi Wu 74 3 0 08 Aug 2023
All-pairs Consistency Learning for Weakly Supervised Semantic Segmentation Weixuan Sun Yanhao Zhang Zhen Qin Zheyuan Liu Lin Cheng Fanyi Wang Yiran Zhong Nick Barnes ViT 67 4 0 08 Aug 2023
BarlowRL: Barlow Twins for Data-Efficient Reinforcement Learning Omer Veysel Cagatan Barış Akgün BDL OffRL 98 4 0 08 Aug 2023
Exploring Transformers for Open-world Instance Segmentation Jiannan Wu Yi Jiang B. Yan Huchuan Lu Zehuan Yuan Ping Luo ViT 76 6 0 08 Aug 2023
Deepfake Detection: A Comparative Analysis Sohail Ahmed Khan Duc-Tien Dang-Nguyen 68 2 0 07 Aug 2023
Feature-Suppressed Contrast for Self-Supervised Food Pre-training Xinda Liu Yaohui Zhu Linhu Liu Jiang Tian Lili Wang SSL 64 2 0 07 Aug 2023
MCTformer+: Multi-Class Token Transformer for Weakly Supervised Semantic Segmentation Lian Xu Bennamoun F. Boussaïd Hamid Laga Wanli Ouyang Dan Xu ViT 81 18 0 06 Aug 2023
Novel Class Discovery for Long-tailed Recognition Zhang Chuyu Rui Xu Xuming He 118 17 0 06 Aug 2023
DeDrift: Robust Similarity Search under Content Drift Dmitry Baranchuk Matthijs Douze Yash Upadhyay I. Z. Yalniz 61 10 0 05 Aug 2023
A Parameter-efficient Multi-subject Model for Predicting fMRI Activity Connor Lane Gregory Kiar 62 2 0 04 Aug 2023
Class Incremental Learning with Self-Supervised Pre-Training and Prototype Learning Wenzhuo Liu Xinjian Wu Fei Zhu Mingming Yu Chuan Wang Cheng-Lin Liu SSL CLL 112 13 0 04 Aug 2023
A Multidimensional Analysis of Social Biases in Vision Transformers Jannik Brinkmann Paul Swoboda Christian Bartelt 58 8 0 03 Aug 2023
Dynamically Scaled Temperature in Self-Supervised Contrastive Learning Siladittya Manna Soumitri Chattopadhyay Rakesh Dey Saumik Bhattacharya Umapada Pal 78 3 0 02 Aug 2023
AnyLoc: Towards Universal Visual Place Recognition Nikhil Varma Keetha Avneesh Mishra Jay Karhade Krishna Murthy Jatavallabhula Sebastian Scherer Madhava Krishna Sourav Garg 116 133 0 01 Aug 2023
DINO-CXR: A self supervised method based on vision transformer for chest X-ray classification M. Shakouri F. Iranmanesh M. Eftekhari MedIm 61 4 0 01 Aug 2023
Improving Pixel-based MIM by Reducing Wasted Modeling Capability Yuan Liu Songyang Zhang Jiacheng Chen Zhaohui Yu Kai-xiang Chen Dahua Lin 104 32 0 01 Aug 2023
Stochastic positional embeddings improve masked image modeling Amir Bar Florian Bordes Assaf Shocher Mahmoud Assran Pascal Vincent Nicolas Ballas Trevor Darrell Amir Globerson Yann LeCun 70 3 0 31 Jul 2023
Can Self-Supervised Representation Learning Methods Withstand Distribution Shifts and Corruptions? Prakash Chandra Chhipa Johan Rodahl Holmgren Kanjar De Rajkumar Saini Marcus Liwicki SSL OOD 87 6 0 31 Jul 2023
Sampling to Distill: Knowledge Transfer from Open-World Data Yuzheng Wang Zhaoyu Chen Jie M. Zhang Dingkang Yang Zuhao Ge Yang Liu Siao Liu Yunquan Sun Wenqiang Zhang Lizhe Qi 85 9 0 31 Jul 2023
HandMIM: Pose-Aware Self-Supervised Learning for 3D Hand Mesh Estimation Zuyan Liu Gaojie Lin Congyi Wang Min Zheng Feida Zhu 3DH 70 0 0 29 Jul 2023
Aligned Unsupervised Pretraining of Object Detectors with Self-training Ioannis Maniadis Metaxas Adrian Bulat Ioannis Patras Brais Martínez Georgios Tzimiropoulos 134 0 0 28 Jul 2023
Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification Wenhao Tang Sheng Huang Xiaoxian Zhang Fengtao Zhou Yi Zhang Bo Liu 124 48 0 28 Jul 2023
The RoboDepth Challenge: Methods and Advancements Towards Robust Depth Estimation Lingdong Kong Yaru Niu Shaoyuan Xie Hanjiang Hu Lai Xing Ng ... Zhenyu Li Runze Chen Haiyong Luo Fang Zhao Jing Yu 101 13 0 27 Jul 2023
Distilled Feature Fields Enable Few-Shot Language-Guided Manipulation Bokui (William) Shen Ge Yang Alan Yu J. Wong L. Kaelbling Phillip Isola VLM 106 114 0 27 Jul 2023
PointOdyssey: A Large-Scale Synthetic Dataset for Long-Term Point Tracking Yang Zheng Adam W. Harley Bokui Shen Gordon Wetzstein Leonidas Guibas 101 135 0 27 Jul 2023
Self-Supervised Graph Transformer for Deepfake Detection Aminollah Khormali Ji Yuan ViT 71 11 0 27 Jul 2023
P2C: Self-Supervised Point Cloud Completion from Single Partial Clouds Rui-Qing Cui Shi Qiu Saeed Anwar Jiawei Liu Chaoyue Xing Jing Zhang Nick Barnes 3DPC 78 21 0 27 Jul 2023
Pre-training Vision Transformers with Very Limited Synthesized Images Ryo Nakamura1 Hirokatsu Kataoka Sora Takashima Edgar Josafat Martinez-Noriega Rio Yokota Nakamasa Inoue 121 7 0 27 Jul 2023
Large-scale Fully-Unsupervised Re-Identification Gabriel Bertocco Fernanda A. Andaló Terrance E. Boult Anderson de Rezende Rocha 87 1 0 26 Jul 2023
ADAPT: Efficient Multi-Agent Trajectory Prediction with Adaptation Görkay Aydemir Adil Kaan Akan Fatma Guney 70 48 0 26 Jul 2023
How to Scale Your EMA Dan Busbridge Jason Ramapuram Pierre Ablin Tatiana Likhomanenko Eeshan Gunesh Dhekane Xavier Suau Russ Webb 82 19 0 25 Jul 2023
Foundational Models Defining a New Era in Vision: A Survey and Outlook Muhammad Awais Muzammal Naseer Salman Khan Rao Muhammad Anwer Hisham Cholakkal M. Shah Ming-Hsuan Yang Fahad Shahbaz Khan VLM 148 128 0 25 Jul 2023
Optical Flow boosts Unsupervised Localization and Segmentation Xinyu Zhang Abdeslam Boularias 104 5 0 25 Jul 2023
Multi-Granularity Prediction with Learnable Fusion for Scene Text Recognition Cheng Da Peng Wang Cong Yao 52 9 0 25 Jul 2023
MC-JEPA: A Joint-Embedding Predictive Architecture for Self-Supervised Learning of Motion and Content Features Adrien Bardes Jean Ponce Yann LeCun MDE 107 27 0 24 Jul 2023
Phase Matching for Out-of-Distribution Generalization Chengming Hu Ye Du Rui Wang Hao Chen OOD 81 0 0 24 Jul 2023
UniFormaly: Towards Task-Agnostic Unified Framework for Visual Anomaly Detection Yujin Lee Harin Lim Seoyoon Jang H. Yoon 77 4 0 24 Jul 2023
Learning Navigational Visual Representations with Semantic Map Supervision Yicong Hong Yang Zhou Ruiyi Zhang Franck Dernoncourt Trung Bui Stephen Gould Hao Tan SSL 87 22 0 23 Jul 2023
TransHuman: A Transformer-based Human Representation for Generalizable Neural Human Rendering X. Pan Zongxin Yang Jianxin Ma Chang Zhou Yi Yang ViT 3DH 107 20 0 23 Jul 2023
Downstream-agnostic Adversarial Examples Ziqi Zhou Shengshan Hu Rui-Qing Zhao Qian Wang L. Zhang Junhui Hou Hai Jin SILM AAML 88 25 0 23 Jul 2023
Challenges for Monocular 6D Object Pose Estimation in Robotics S. Thalhammer Dominik Bauer Peter Honig Jean-Baptiste Weibel José García-Rodríguez Markus Vincze 127 25 0 22 Jul 2023
Hallucination Improves the Performance of Unsupervised Visual Representation Learning Jing Wu Jennifer Hobbs N. Hovakimyan SSL 97 20 0 22 Jul 2023
Morphology-inspired Unsupervised Gland Segmentation via Selective Semantic Grouping Qixiang Zhang Yi Li Cheng Xue Xuelong Li MedIm 51 1 0 22 Jul 2023
Subject-Diffusion:Open Domain Personalized Text-to-Image Generation without Test-time Fine-tuning Jiancang Ma Junhao Liang Chen Chen H. Lu 108 150 0 21 Jul 2023
CLR: Channel-wise Lightweight Reprogramming for Continual Learning Yunhao Ge Yuecheng Li Shuo Ni Jiaping Zhao Ming-Hsuan Yang Laurent Itti CLL 97 12 0 21 Jul 2023
Tuning Pre-trained Model via Moment Probing Mingze Gao Qilong Wang Zhenyi Lin Pengfei Zhu Qinghua Hu Jingbo Zhou 76 8 0 21 Jul 2023
Towards General Game Representations: Decomposing Games Pixels into Content and Style C. Trivedi Konstantinos Makantasis Antonios Liapis Georgios N. Yannakakis OCL 95 3 0 20 Jul 2023
Language-based Action Concept Spaces Improve Video Self-Supervised Learning Kanchana Ranasinghe Michael S. Ryoo SSL VLM 101 12 0 20 Jul 2023
The Role of Entropy and Reconstruction in Multi-View Self-Supervised Learning Borja Rodríguez Gálvez Arno Blaas P. Rodríguez Adam Goliñski Xavier Suau Jason Ramapuram Dan Busbridge Luca Zappella 86 7 0 20 Jul 2023