v1v2 (latest)

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
EAGLE: Eigen Aggregation Learning for Object-Centric Unsupervised Semantic Segmentation Chanyoung Kim Woojung Han Dayun Ju Seong Jae Hwang 84 14 0 03 Mar 2024
A Simple-but-effective Baseline for Training-free Class-Agnostic Counting Yuhao Lin Hai-Ming Xu Lingqiao Liu Javen Qinfeng Shi 112 1 0 03 Mar 2024
Feature Alignment: Rethinking Efficient Active Learning via Proxy in the Context of Pre-trained Models Ziting Wen Oscar Pizarro Stefan B. Williams 69 0 0 02 Mar 2024
Seeing Unseen: Discover Novel Biomedical Concepts via Geometry-Constrained Probabilistic Modeling Jianan Fan Dongnan Liu Hang Chang Heng-Chiao Huang Mei Chen Weidong Cai 106 6 0 02 Mar 2024
Can Transformers Capture Spatial Relations between Objects? Chuan Wen Dinesh Jayaraman Yang Gao ViT 65 5 0 01 Mar 2024
Rethinking The Uniformity Metric in Self-Supervised Learning Xianghong Fang Jian Li Qiang Sun Benyou Wang SSL 46 0 0 01 Mar 2024
Rethinking cluster-conditioned diffusion models Nikolas Adaloglou Tim Kaiser Félix D. P. Michels M. Kollmann VLM 84 3 0 01 Mar 2024
Learning and Leveraging World Models in Visual Representation Learning Q. Garrido Mahmoud Assran Nicolas Ballas Adrien Bardes Laurent Najman Yann LeCun SSL 109 30 0 01 Mar 2024
RealCustom: Narrowing Real Text Word for Real-Time Open-Domain Text-to-Image Customization Mengqi Huang Zhendong Mao Mingcong Liu Qian He Yongdong Zhang DiffM 94 25 0 01 Mar 2024
Deformable One-shot Face Stylization via DINO Semantic Guidance Yang Zhou Zichong Chen Hui Huang CVBM 118 6 0 01 Mar 2024
Revisiting Disentanglement in Downstream Tasks: A Study on Its Necessity for Abstract Visual Reasoning Ruiqian Nai Zixin Wen Ji Li Yuanzhi Li Yang Gao 98 2 0 01 Mar 2024
MaskLRF: Self-supervised Pretraining via Masked Autoencoding of Local Reference Frames for Rotation-invariant 3D Point Set Analysis Takahiko Furuya 3DPC 101 2 0 01 Mar 2024
The 6th Affective Behavior Analysis in-the-wild (ABAW) Competition D. Kollias Panagiotis Tzirakis Alan S. Cowen Stefanos Zafeiriou I. Kotsia Alice Baird Chris Gagne Chunchang Shao Guanyu Hu 145 73 0 29 Feb 2024
A SAM-guided Two-stream Lightweight Model for Anomaly Detection Chenghao Li Lei Qi Xin Geng 115 9 0 29 Feb 2024
VideoMAC: Video Masked Autoencoders Meet ConvNets Gensheng Pei Tao Chen XiRuo Jiang Huafeng Liu Zeren Sun Yazhou Yao VGen 113 10 0 29 Feb 2024
Pre-training Differentially Private Models with Limited Public Data Zhiqi Bu Xinwei Zhang Mingyi Hong Sheng Zha George Karypis 121 4 0 28 Feb 2024
TAMM: TriAdapter Multi-Modal Learning for 3D Shape Understanding Zhihao Zhang Shengcao Cao Yu Wang 82 17 0 28 Feb 2024
Separate and Conquer: Decoupling Co-occurrence via Decomposition and Representation for Weakly Supervised Semantic Segmentation Zhiwei Yang Kexue Fu Minghong Duan Linhao Qu Shuo Wang Zhijian Song 89 15 0 28 Feb 2024
Objective and Interpretable Breast Cosmesis Evaluation with Attention Guided Denoising Diffusion Anomaly Detection Model Sang-Il Park Yong Bae Kim J. Chang Seo Hee Choi Hyungjin Chung Ik-jae Lee H. Byun DiffM MedIm 58 0 0 28 Feb 2024
Self-Supervised Learning with Generative Adversarial Networks for Electron Microscopy Bashir Kazimi Karina Ruzaeva Stefan Sandfeld 85 6 0 28 Feb 2024
Classes Are Not Equal: An Empirical Study on Image Recognition Fairness Jiequan Cui Beier Zhu Xin Wen Xiaojuan Qi Bei Yu Haiqi Zhang 77 8 0 28 Feb 2024
Downstream Task Guided Masking Learning in Masked Autoencoders Using Multi-Level Optimization Han Guo Ramtin Hosseini Ruiyi Zhang Sai Ashish Somayajula Ranak Roy Chowdhury Rajesh K. Gupta Pengtao Xie 102 0 0 28 Feb 2024
Weakly Supervised Co-training with Swapping Assignments for Semantic Segmentation Xinyu Yang Hossein Rahmani Sue Black Bryan M. Williams 112 2 0 27 Feb 2024
MedContext: Learning Contextual Cues for Efficient Volumetric Medical Segmentation Hanan Gani Muzammal Naseer Fahad Khan Salman Khan 77 0 0 27 Feb 2024
CustomSketching: Sketch Concept Extraction for Sketch-based Image Synthesis and Editing Chufeng Xiao Hongbo Fu DiffM 83 3 0 27 Feb 2024
Masked Gamma-SSL: Learning Uncertainty Estimation via Masked Image Modeling David S. W. Williams Matthew Gadd Paul Newman Daniele De Martini UQCV 39 1 0 27 Feb 2024
PANDAS: Prototype-based Novel Class Discovery and Detection Tyler L. Hayes César R. de Souza Namil Kim Jiwon Kim Riccardo Volpi Diane Larlus ObjD 100 2 0 27 Feb 2024
DiffuseKronA: A Parameter Efficient Fine-tuning Method for Personalized Diffusion Models Shyam Marjit Harshit Singh Nityanand Mathur Sayak Paul Chia-Mu Yu Pin-Yu Chen DiffM 86 7 0 27 Feb 2024
LSPT: Long-term Spatial Prompt Tuning for Visual Representation Learning Shentong Mo Yansen Wang Xufang Luo Dongsheng Li VLM 104 2 0 27 Feb 2024
ConSept: Continual Semantic Segmentation via Adapter-based Vision Transformer Bowen Dong Guanglei Yang W. Zuo Lei Zhang 93 1 0 26 Feb 2024
One-stage Prompt-based Continual Learning Youngeun Kim Yuhang Li Priyadarshini Panda VLM CLL 82 7 0 25 Feb 2024
Key Design Choices in Source-Free Unsupervised Domain Adaptation: An In-depth Empirical Analysis Andrea Maracani Raffaello Camoriano Elisa Maiettini Davide Talon Lorenzo Rosasco Lorenzo Natale 74 1 0 25 Feb 2024
Detecting Machine-Generated Texts by Multi-Population Aware Optimization for Maximum Mean Discrepancy Shuhai Zhang Yiliao Song Jiahao Yang Yuanqing Li Bo Han Mingkui Tan DeLMO 113 8 0 25 Feb 2024
Instance-aware Exploration-Verification-Exploitation for Instance ImageGoal Navigation X. Lei Min Wang Wen-gang Zhou Li Li Houqiang Li 116 6 0 25 Feb 2024
IRConStyle: Image Restoration Framework Using Contrastive Learning and Style Transfer Dongqi Fan Xin Zhao Liang Chang 76 1 0 24 Feb 2024
General Purpose Image Encoder DINOv2 for Medical Image Registration Xin Song Xuanang Xu Pingkun Yan MedIm 66 7 0 24 Feb 2024
DeepSet SimCLR: Self-supervised deep sets for improved pathology representation learning David Torpey Richard Klein SSL 68 2 0 23 Feb 2024
Cohere3D: Exploiting Temporal Coherence for Unsupervised Representation Learning of Vision-based Autonomous Driving Yichen Xie Hongge Chen Gregory P. Meyer Yong Jae Lee Eric M. Wolff Masayoshi Tomizuka Wei Zhan Yuning Chai Xin Huang 3DPC 81 1 0 23 Feb 2024
Co-Supervised Learning: Improving Weak-to-Strong Generalization with Hierarchical Mixture of Experts Yuejiang Liu Alexandre Alahi 96 25 0 23 Feb 2024
Generative Models are Self-Watermarked: Declaring Model Authentication through Re-Generation Aditya Desu Xuanli He Xingliang Yuan Wei Lu WIGM 68 1 0 23 Feb 2024
Attention-aware Semantic Communications for Collaborative Inference Jiwoong Im Nayoung Kwon Taewoo Park Jiheon Woo Jaeho Lee Yongjune Kim 93 2 0 23 Feb 2024
Attention-Guided Masked Autoencoders For Learning Image Representations Leon Sick Dominik Engel Pedro Hermosilla Timo Ropinski 69 1 0 23 Feb 2024
Label-efficient multi-organ segmentation with a diffusion model Yongzhi Huang Jinxin Zhu Haseeb Hassan Liyilei Su Jingyu Li Binding Huang Yun Peng Jingyu Li Jun Ma Bingding Huang DiffM MedIm 93 0 0 23 Feb 2024
The Common Stability Mechanism behind most Self-Supervised Learning Approaches Abhishek Jha Matthew B. Blaschko Yuki M. Asano Tinne Tuytelaars SSL 50 3 0 22 Feb 2024
CyberDemo: Augmenting Simulated Human Demonstration for Real-World Dexterous Manipulation Jun Wang Yuzhe Qin Kaiming Kuang Yigit Korkmaz Akhilan Gurumoorthy Hao Su Xiaolong Wang 95 20 0 22 Feb 2024
Self-Guided Masked Autoencoders for Domain-Agnostic Self-Supervised Learning Johnathan Xie Yoonho Lee Annie S. Chen Chelsea Finn 84 3 0 22 Feb 2024
Zero-Shot Pediatric Tuberculosis Detection in Chest X-Rays using Self-Supervised Learning Daniel Capellán-Martín Abhijeet Parida Juan J. Gómez-Valverde Ramon Sanchez-Jacob Pooneh Roshanitabrizi M. Linguraru María J. Ledesma-Carbayo S. M. Anwar 69 2 0 22 Feb 2024
Multi-HMR: Multi-Person Whole-Body Human Mesh Recovery in a Single Shot Fabien Baradel M. Armando Salma Galaaoui Romain Brégier Philippe Weinzaepfel Grégory Rogez Thomas Lucas 3DH 108 21 0 22 Feb 2024
Self-supervised Visualisation of Medical Image Datasets I. V. Nwabufo Jan Niklas Böhm Philipp Berens D. Kobak 87 0 0 22 Feb 2024
Towards Seamless Adaptation of Pre-trained Models for Visual Place Recognition Feng Lu Lijun Zhang Xiangyuan Lan Shuting Dong Yaowei Wang Chun Yuan 116 34 0 22 Feb 2024