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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
Patch-Based Deep Unsupervised Image Segmentation using Graph Cuts Isaac Wasserman Jeova Farias Sales Rocha Neto GNN 99 0 0 01 Nov 2023
Are These the Same Apple? Comparing Images Based on Object Intrinsics Klemen Kotar Stephen Tian Hong-Xing Yu Daniel L. K. Yamins Jiajun Wu 83 7 0 01 Nov 2023
CROMA: Remote Sensing Representations with Contrastive Radar-Optical Masked Autoencoders A. Fuller K. Millard James R. Green 103 72 0 01 Nov 2023
REBAR: Retrieval-Based Reconstruction for Time-series Contrastive Learning Maxwell A. Xu Alexander Moreno Hui Wei Benjamin M. Marlin James M. Rehg AI4TS SSL 105 13 0 01 Nov 2023
OpenForest: A data catalogue for machine learning in forest monitoring Arthur Ouaknine T. Kattenborn Etienne Laliberté David Rolnick 165 6 0 01 Nov 2023
Limited Data, Unlimited Potential: A Study on ViTs Augmented by Masked Autoencoders Srijan Das Tanmay Jain Dominick Reilly P. Balaji Soumyajit Karmakar Shyam Marjit Xiang Li Abhijit Das Michael S. Ryoo 110 16 0 31 Oct 2023
HAP: Structure-Aware Masked Image Modeling for Human-Centric Perception Junkun Yuan Xinyu Zhang Hao Zhou Jian Wang Zhongwei Qiu ... Junyu Han Errui Ding Lanfen Lin Leilei Gan Jingdong Wang 77 19 0 31 Oct 2023
In Search of Lost Online Test-time Adaptation: A Survey Zixin Wang Yadan Luo Liang Zheng Zhuoxiao Chen Sen Wang Zi Huang 106 18 0 31 Oct 2023
Towards Few-Annotation Learning for Object Detection: Are Transformer-based Models More Efficient ? Quentin Bouniot Angélique Loesch Romaric Audigier Amaury Habrard ViT 59 2 0 30 Oct 2023
Battle of the Backbones: A Large-Scale Comparison of Pretrained Models across Computer Vision Tasks Micah Goldblum Hossein Souri Renkun Ni Manli Shu Viraj Prabhu ... Adrien Bardes Judy Hoffman Ramalingam Chellappa Andrew Gordon Wilson Tom Goldstein VLM 192 68 0 30 Oct 2023
Learn to Categorize or Categorize to Learn? Self-Coding for Generalized Category Discovery Sarah Rastegar Hazel Doughty Cees G. M. Snoek 128 17 0 30 Oct 2023
Are Natural Domain Foundation Models Useful for Medical Image Classification? Joana Palés Huix Adithya Raju Ganeshan Johan Fredin Haslum Magnus P Soderberg Christos Matsoukas Kevin Smith OOD MedIm VLM 87 35 0 30 Oct 2023
GaitFormer: Learning Gait Representations with Noisy Multi-Task Learning Adrian Cosma I. Radoi CVBM 80 14 0 30 Oct 2023
Few-shot Hybrid Domain Adaptation of Image Generators Hengjia Li Yang Liu Linxuan Xia Yuqi Lin Tu Zheng Zheng Yang Wenxiao Wang Xiaohui Zhong Xiaobo Ren Xiaofei He 56 2 0 30 Oct 2023
A High-Resolution Dataset for Instance Detection with Multi-View Instance Capture Qianqian Shen Yunhan Zhao Nahyun Kwon Jeeeun Kim Yanan Li Shu Kong 54 2 0 30 Oct 2023
CHAMMI: A benchmark for channel-adaptive models in microscopy imaging Zitong S. Chen Chau Pham Siqi Wang Michael Doron Nikita Moshkov Bryan A. Plummer Juan C. Caicedo 92 13 0 30 Oct 2023
Generalized Category Discovery with Clustering Assignment Consistency Xiangli Yang Xinglin Pan Irwin King Zenglin Xu 66 2 0 30 Oct 2023
MENTOR: Human Perception-Guided Pretraining for Increased Generalization Colton R. Crum Adam Czajka 107 1 0 30 Oct 2023
3DMiner: Discovering Shapes from Large-Scale Unannotated Image Datasets Ta-Ying Cheng Matheus Gadelha Soeren Pirk Thibault Groueix Radom´ır M˘ech Andrew Markham Niki Trigoni 3DV 86 0 0 29 Oct 2023
Fast Trainable Projection for Robust Fine-Tuning Junjiao Tian Yen-Cheng Liu James Seale Smith Z. Kira OOD 93 14 0 29 Oct 2023
Uncovering Prototypical Knowledge for Weakly Open-Vocabulary Semantic Segmentation Fei Zhang Tianfei Zhou Boyang Li Hao He Chaofan Ma Tianjiao Zhang Jiangchao Yao Ya Zhang Yanfeng Wang VLM 125 21 0 29 Oct 2023
Towards Generalized Multi-stage Clustering: Multi-view Self-distillation Jiatai Wang Zhiwei Xu Xin Wang Tao Li 57 1 0 29 Oct 2023
Exploring Data Augmentations on Self-/Semi-/Fully- Supervised Pre-trained Models Shentong Mo Zhun Sun Chao Li 33 2 0 28 Oct 2023
Improving Compositional Generalization Using Iterated Learning and Simplicial Embeddings Yi Ren Samuel Lavoie Mikhail Galkin Danica J. Sutherland Aaron Courville 86 16 0 28 Oct 2023
Pre-training with Random Orthogonal Projection Image Modeling Maryam Haghighat Peyman Moghadam Shaheer Mohamed Piotr Koniusz VLM 87 9 0 28 Oct 2023
Unsupervised Behavior Extraction via Random Intent Priors Haotian Hu Yiqin Yang Jianing Ye Ziqing Mai Chongjie Zhang OffRL 81 9 0 28 Oct 2023
Patch-Wise Self-Supervised Visual Representation Learning: A Fine-Grained Approach Ali Javidani Mohammad Amin Sadeghi Babak N. Araabi 96 0 0 28 Oct 2023
One-shot Localization and Segmentation of Medical Images with Foundation Models Deepa Anand Gurunath Reddy Vanika Singhal D. Shanbhag KS Shriram ... Dawei Gui R. Mullick Avinash Gopal Parminder Bhatia Taha A. Kass-Hout MedIm 133 15 0 28 Oct 2023
Hierarchical Mutual Information Analysis: Towards Multi-view Clustering in The Wild Jiatai Wang Zhiwei Xu Xuewen Yang Xin Wang 33 0 0 28 Oct 2023
LipSim: A Provably Robust Perceptual Similarity Metric Sara Ghazanfari Alexandre Araujo Prashanth Krishnamurthy Farshad Khorrami Siddharth Garg 118 7 0 27 Oct 2023
A Self-Supervised Approach to Land Cover Segmentation Charles Moore Dakota Hester 59 0 0 27 Oct 2023
Unveiling the Potential of Probabilistic Embeddings in Self-Supervised Learning Denis Janiak Jakub Binkowski Piotr Bielak Tomasz Kajdanowicz SSL UQCV 59 0 0 27 Oct 2023
SmooSeg: Smoothness Prior for Unsupervised Semantic Segmentation Mengcheng Lan Xinjiang Wang Yiping Ke Jiaxing Xu Xue Jiang Wayne Zhang 87 13 0 27 Oct 2023
Drive Anywhere: Generalizable End-to-end Autonomous Driving with Multi-modal Foundation Models Tsun-Hsuan Wang Alaa Maalouf Wei Xiao Yutong Ban Alexander Amini Guy Rosman S. Karaman Daniela Rus 73 46 0 26 Oct 2023
SD4Match: Learning to Prompt Stable Diffusion Model for Semantic Matching Xinghui Li Jingyi Lu Kai Han V. Prisacariu DiffM 130 21 0 26 Oct 2023
Three Pillars improving Vision Foundation Model Distillation for Lidar Gilles Puy Spyros Gidaris Alexandre Boulch Oriane Siméoni Corentin Sautier Patrick Pérez Andrei Bursuc Renaud Marlet 184 21 0 26 Oct 2023
OTMatch: Improving Semi-Supervised Learning with Optimal Transport Zhiquan Tan Kaipeng Zheng Weiran Huang OT 85 8 0 26 Oct 2023
Scale-Adaptive Feature Aggregation for Efficient Space-Time Video Super-Resolution Zhewei Huang Ailin Huang Xiaotao Hu Chen Hu Jun Xu Shuchang Zhou 89 8 0 26 Oct 2023
BEVContrast: Self-Supervision in BEV Space for Automotive Lidar Point Clouds Corentin Sautier Gilles Puy Alexandre Boulch Renaud Marlet Vincent Lepetit 3DPC 75 16 0 26 Oct 2023
Attribute Based Interpretable Evaluation Metrics for Generative Models Dongkyun Kim Mingi Kwon Youngjung Uh EGVM 151 2 0 26 Oct 2023
Weakly-Supervised Surgical Phase Recognition Roy Hirsch Regev Cohen Mathilde Caron Tomer Golany Daniel Freedman Ehud Rivlin 43 1 0 26 Oct 2023
SparseDFF: Sparse-View Feature Distillation for One-Shot Dexterous Manipulation Qianxu Wang Haotong Zhang Congyue Deng Yang You Hao Dong Yixin Zhu Leonidas Guibas 82 20 0 25 Oct 2023
PERF: Panoramic Neural Radiance Field from a Single Panorama Guangcong Wang Peng Wang Zhaoxi Chen Wenping Wang Chen Change Loy Ziwei Liu MDE 129 35 0 25 Oct 2023
Open-NeRF: Towards Open Vocabulary NeRF Decomposition Hao Zhang Fang Li Narendra Ahuja 90 12 0 25 Oct 2023
Modality-Agnostic Self-Supervised Learning with Meta-Learned Masked Auto-Encoder Huiwon Jang Jihoon Tack Daewon Choi Jongheon Jeong Jinwoo Shin 76 3 0 25 Oct 2023
4D-Editor: Interactive Object-level Editing in Dynamic Neural Radiance Fields via Semantic Distillation Dadong Jiang Zhihui Ke Xiaobo Zhou Xidong Shi VGen DiffM 114 4 0 25 Oct 2023
FoundLoc: Vision-based Onboard Aerial Localization in the Wild Yao He Ivan Cisneros Nikhil Varma Keetha Jay Patrikar Zelin Ye Ian Higgins Yaoyu Hu Parv Kapoor Sebastian A. Scherer 67 6 0 25 Oct 2023
Pixel-Level Clustering Network for Unsupervised Image Segmentation Cuong Manh Hoang Byeongkeun Kang SSeg 101 22 0 24 Oct 2023
Transitivity Recovering Decompositions: Interpretable and Robust Fine-Grained Relationships Abhra Chaudhuri Massimiliano Mancini Zeynep Akata Anjan Dutta 63 2 0 24 Oct 2023
CPSeg: Finer-grained Image Semantic Segmentation via Chain-of-Thought Language Prompting Lei Li 118 24 0 24 Oct 2023