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Emerging Properties in Self-Supervised Vision Transformers

29 April 2021

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

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Title
Video Infringement Detection via Feature Disentanglement and Mutual Information Maximization Zhenguang Liu Xinyang Yu Ruili Wang Shuai Ye Zhe Ma ... Sifeng He Feng Qian Xiao-Yong Zhang Roger Zimmermann Lei Yang 98 1 0 13 Sep 2023
Multi-dimensional Fusion and Consistency for Semi-supervised Medical Image Segmentation Yixing Lu Zhaoxin Fan Min Xu 40 0 0 12 Sep 2023
Attention De-sparsification Matters: Inducing Diversity in Digital Pathology Representation Learning S. Kapse Srijan Das Jingwei Zhang Rajarsi R. Gupta Joel H. Saltz Dimitris Samaras Prateek Prasanna 73 9 0 12 Sep 2023
Dynamic Visual Prompt Tuning for Parameter Efficient Transfer Learning Chunqing Ruan Hongjian Wang VLM VPVLM 68 1 0 12 Sep 2023
Beyond Generation: Harnessing Text to Image Models for Object Detection and Segmentation Yunhao Ge Lyne Tchapmi Brian Nlong Zhao Neel Joshi Laurent Itti Vibhav Vineet DiffM 79 14 0 12 Sep 2023
Toward a Deeper Understanding: RetNet Viewed through Convolution Chenghao Li Chaoning Zhang ViT 75 7 0 11 Sep 2023
Decoupling Common and Unique Representations for Multimodal Self-supervised Learning Yi Wang C. Albrecht Nassim Ait Ali Braham Chenying Liu Zhitong Xiong Xiaoxiang Zhu SSL 97 19 0 11 Sep 2023
Neural Semantic Surface Maps Luca Morreale Noam Aigerman Vladimir G. Kim Niloy J. Mitra 3DV 3DPC 83 6 0 09 Sep 2023
ABC Easy as 123: A Blind Counter for Exemplar-Free Multi-Class Class-agnostic Counting Michael A. Hobley V. Prisacariu 100 4 0 09 Sep 2023
Self-Supervised Transformer with Domain Adaptive Reconstruction for General Face Forgery Video Detection Daichi Zhang Zihao Xiao Jianmin Li Shiming Ge CVBM ViT 61 1 0 09 Sep 2023
Leveraging Pretrained Image-text Models for Improving Audio-Visual Learning Saurabhchand Bhati Jesús Villalba Laureano Moro-Velazquez Thomas Thebaud Najim Dehak CLIP 59 3 0 08 Sep 2023
Unsupervised Object Localization with Representer Point Selection Yeonghwan Song Seokwoo Jang Dina Katabi Jeany Son 3DPC 64 3 0 08 Sep 2023
Mapping EEG Signals to Visual Stimuli: A Deep Learning Approach to Match vs. Mismatch Classification Yiqian Yang Zhengqiao Zhao Qian Wang Yan Yang Jingdong Chen 59 0 0 08 Sep 2023
Representation Synthesis by Probabilistic Many-Valued Logic Operation in Self-Supervised Learning Hiroki Nakamura Masashi Okada T. Taniguchi SSL NAI 68 0 0 08 Sep 2023
Adapting Self-Supervised Representations to Multi-Domain Setups Neha Kalibhat Sam Sharpe Jeremy Goodsitt Bayan Bruss Soheil Feizi 57 0 0 07 Sep 2023
CDFSL-V: Cross-Domain Few-Shot Learning for Videos Sarinda Samarasinghe Mamshad Nayeem Rizve Navid Kardan M. Shah 89 11 0 07 Sep 2023
Box-based Refinement for Weakly Supervised and Unsupervised Localization Tasks Eyal Gomel Tal Shaharabany Lior Wolf ObjD 97 5 0 07 Sep 2023
DropPos: Pre-Training Vision Transformers by Reconstructing Dropped Positions Haochen Wang Junsong Fan Yuxi Wang Kaiyou Song Tong Wang Zhaoxiang Zhang 80 21 0 07 Sep 2023
Toward High Quality Facial Representation Learning Yue Wang Jinlong Peng Jiangning Zhang Ran Yi Lu Liu Yabiao Wang Chengjie Wang CVBM SSL 96 7 0 07 Sep 2023
ViewMix: Augmentation for Robust Representation in Self-Supervised Learning A. Das Agnibh Dasgupta SSL 59 0 0 06 Sep 2023
PDiscoNet: Semantically consistent part discovery for fine-grained recognition Robert van der Klis Stephan Alaniz Massimiliano Mancini C. Dantas Dino Ienco Zeynep Akata Diego Marcos 95 12 0 06 Sep 2023
Rethinking Momentum Knowledge Distillation in Online Continual Learning Nicolas Michel Maorong Wang L. Xiao T. Yamasaki CLL 104 11 0 06 Sep 2023
Contrastive Learning as Kernel Approximation Konstantinos Christopher Tsiolis SSL 88 0 0 06 Sep 2023
A Survey of the Impact of Self-Supervised Pretraining for Diagnostic Tasks with Radiological Images Blake Vanberlo Jesse Hoey Alexander Wong SSL LM&MA 96 2 0 05 Sep 2023
Doppelgangers: Learning to Disambiguate Images of Similar Structures Ruojin Cai Joseph Tung Qianqian Wang Hadar Averbuch-Elor Bharath Hariharan Noah Snavely 3DH 65 22 0 05 Sep 2023
Prototype-based Dataset Comparison Nanne van Noord 93 7 0 05 Sep 2023
Exchanging-based Multimodal Fusion with Transformer Renyu Zhu Chengcheng Han Yong Qian Qiushi Sun Xiang Li Ming Gao Xuezhi Cao Yunsen Xian 71 2 0 05 Sep 2023
Probabilistic Self-supervised Learning via Scoring Rules Minimization Amirhossein Vahidi Simon Schoßer Lisa Wimmer Yawei Li B. Bischl Eyke Hüllermeier Mina Rezaei SSL 71 2 0 05 Sep 2023
Representation Learning Dynamics of Self-Supervised Models Pascal Esser Satyaki Mukherjee Debarghya Ghoshdastidar SSL 89 3 0 05 Sep 2023
3D View Prediction Models of the Dorsal Visual Stream Gabriel H. Sarch Hsiao-Yu Fish Tung A. Wang Jacob S. Prince Michael J. Tarr MDE 112 2 0 04 Sep 2023
DAT++: Spatially Dynamic Vision Transformer with Deformable Attention Zhuofan Xia Xuran Pan Shiji Song Li Erran Li Gao Huang ViT 93 27 0 04 Sep 2023
Leveraging Self-Supervised Vision Transformers for Segmentation-based Transfer Function Design Dominik Engel Leon Sick Timo Ropinski ViT 79 0 0 04 Sep 2023
COMEDIAN: Self-Supervised Learning and Knowledge Distillation for Action Spotting using Transformers J. Denize Mykola Liashuha Jaonary Rabarisoa Astrid Orcesi Romain Hérault ViT 58 13 0 03 Sep 2023
EdaDet: Open-Vocabulary Object Detection Using Early Dense Alignment Cheng Shi Sibei Yang VLM ObjD 81 39 0 03 Sep 2023
Self-Supervised Video Transformers for Isolated Sign Language Recognition Marcelo Sandoval-Castaneda Yanhong Li D. Brentari Karen Livescu Gregory Shakhnarovich SLR 73 6 0 02 Sep 2023
Unsupervised evaluation of GAN sample quality: Introducing the TTJac Score Egor Sevriugov Ivan Oseledets EGVM 92 0 0 31 Aug 2023
GNFactor: Multi-Task Real Robot Learning with Generalizable Neural Feature Fields Yanjie Ze Ge Yan Yueh-hua Wu Annabella Macaluso Yuying Ge Jianglong Ye Nicklas Hansen Li Erran Li Xinyu Wang DiffM AI4CE 104 86 0 31 Aug 2023
MoMA: Momentum Contrastive Learning with Multi-head Attention-based Knowledge Distillation for Histopathology Image Analysis T. Vuong J. T. Kwak 75 6 0 31 Aug 2023
Emergence of Segmentation with Minimalistic White-Box Transformers Yaodong Yu Tianzhe Chu Shengbang Tong Ziyang Wu Druv Pai Sam Buchanan Yi Ma ViT 50 22 0 30 Aug 2023
SAM-Med2D Junlong Cheng Jin Ye Zhongying Deng Jianpin Chen Tian-Xin Li ... Hui Sun Junjun He Shaoting Zhang Min Zhu Yu Qiao MedIm VLM 81 133 0 30 Aug 2023
Towards a Rigorous Analysis of Mutual Information in Contrastive Learning Kyungeun Lee Jaeill Kim Suhyun Kang Wonjong Rhee SSL 82 2 0 30 Aug 2023
RACR-MIL: Weakly Supervised Skin Cancer Grading using Rank-Aware Contextual Reasoning on Whole Slide Images A. Choudhary Angelina S. Hwang Jacob A. Kechter Krishnakant V. Saboo Blake Bordeaux ... Emma Johnson L. Swanson Dennis H. Murphree Aaron Mangold Ravishankar K. Iyer 53 0 0 29 Aug 2023
A General-Purpose Self-Supervised Model for Computational Pathology Richard J. Chen Tong Ding Ming Y. Lu Drew F. K. Williamson Guillaume Jaume ... Judy J. Wang Walt Williams L. Le Georg Gerber Faisal Mahmood MedIm 138 44 0 29 Aug 2023
Efficient Discovery and Effective Evaluation of Visual Perceptual Similarity: A Benchmark and Beyond Oren Barkan Tal Reiss Jonathan Weill Ori Katz Roy Hirsch Itzik Malkiel Noam Koenigstein 83 6 0 28 Aug 2023
VideoCutLER: Surprisingly Simple Unsupervised Video Instance Segmentation Xudong Wang Ishan Misra Ziyun Zeng Rohit Girdhar Trevor Darrell 93 18 0 28 Aug 2023
Diversified Ensemble of Independent Sub-Networks for Robust Self-Supervised Representation Learning Amirhossein Vahidi Lisa Wimmer H. Gündüz Bernd Bischl Eyke Hüllermeier Mina Rezaei OOD UQCV 93 4 0 28 Aug 2023
Adversarial Attacks on Foundational Vision Models Nathan Inkawhich Gwendolyn McDonald R. Luley VLM 73 13 0 28 Aug 2023
Spatio-Temporal Analysis of Patient-Derived Organoid Videos Using Deep Learning for the Prediction of Drug Efficacy Leo Fillioux E. Gontran J. Cartry J. Mathieu Sabrina Bedja A. Boilève P. Cournède F. Jaulin Stergios Christodoulidis Maria Vakalopoulou 64 6 0 28 Aug 2023
UniPT: Universal Parallel Tuning for Transfer Learning with Efficient Parameter and Memory Haiwen Diao Bo Wan Yanzhe Zhang Xuecong Jia Huchuan Lu Long Chen VLM 81 19 0 28 Aug 2023
A comprehensive review on Plant Leaf Disease detection using Deep learning Sumaya Mustofa Mehedi Hasan Munna Yousuf Rayhan Emon Golam Rabbany Md. Taimur Ahad 25 14 0 27 Aug 2023