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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
Enhancing Landmark Detection in Cluttered Real-World Scenarios with Vision Transformers Mohammad Javad Rajabi Morteza Mirzai A. Nickabadi ViT 57 0 0 25 Aug 2023
Attending Generalizability in Course of Deep Fake Detection by Exploring Multi-task Learning P. Balaji Abhijit Das Srijan Das A. Dantcheva CVBM 53 4 0 25 Aug 2023
Exploiting Diverse Feature for Multimodal Sentiment Analysis Jia Li Wei Qian Kun Li Qi Li Dan Guo Meng Wang 54 2 0 25 Aug 2023
Self-Supervised Representation Learning with Cross-Context Learning between Global and Hypercolumn Features Zheng Gao Chen Feng Ioannis Patras SSL 74 4 0 25 Aug 2023
AtmoRep: A stochastic model of atmosphere dynamics using large scale representation learning C. Lessig Ilaria Luise Bing Gong M. Langguth S. Stadtler Martin G. Schultz 54 29 0 25 Aug 2023
Towards Realistic Zero-Shot Classification via Self Structural Semantic Alignment Shengxiang Zhang Muzammal Naseer Guangyi Chen Zhiqiang Shen Salman Khan Kun Zhang Fahad Shahbaz Khan VLM 103 5 0 24 Aug 2023
Diffuse, Attend, and Segment: Unsupervised Zero-Shot Segmentation using Stable Diffusion Junjiao Tian Lavisha Aggarwal Andrea Colaco Z. Kira Mar González-Franco DiffM 108 85 0 23 Aug 2023
MOFO: MOtion FOcused Self-Supervision for Video Understanding Mona Ahmadian Frank Guerin Andrew Gilbert 81 2 0 23 Aug 2023
Self-Supervised Learning for Endoscopic Video Analysis Roy Hirsch Mathilde Caron Regev Cohen Amir Livne Ron Shapiro Tomer Golany Roman Goldenberg Daniel Freedman Ehud Rivlin SSL 76 20 0 23 Aug 2023
Masking Strategies for Background Bias Removal in Computer Vision Models Ananthu Aniraj C. Dantas Dino Ienco Diego Marcos OOD OCL 114 6 0 23 Aug 2023
The TYC Dataset for Understanding Instance-Level Semantics and Motions of Cells in Microstructures Christoph Reich Tim Prangemeier Heinz Koeppl 63 0 0 23 Aug 2023
Category Adaptation Meets Projected Distillation in Generalized Continual Category Discovery Grzegorz Rype'sć Daniel Marczak Sebastian Cygert Tomasz Trzciñski Bartlomiej Twardowski VLM CLL 103 3 0 23 Aug 2023
Semantic-Aware Implicit Template Learning via Part Deformation Consistency S. Kim Minseok Joo Jae-Won Lee Juyeon Ko Juhan Cha Hyunwoo J. Kim 103 2 0 23 Aug 2023
Time Does Tell: Self-Supervised Time-Tuning of Dense Image Representations Mohammadreza Salehi E. Gavves Cees G. M. Snoek Yuki M. Asano VOS 81 21 0 22 Aug 2023
A Survey on Self-Supervised Representation Learning Tobias Uelwer Jan Robine Stefan Sylvius Wagner Marc Höftmann Eric Upschulte S. Konietzny Maike Behrendt Stefan Harmeling SSL AI4TS OOD 138 12 0 22 Aug 2023
Masked Momentum Contrastive Learning for Zero-shot Semantic Understanding Jiantao Wu Shentong Mo Muhammad Awais Sara Atito Zhenhua Feng J. Kittler VLM 104 4 0 22 Aug 2023
LOCATE: Self-supervised Object Discovery via Flow-guided Graph-cut and Bootstrapped Self-training Silky Singh Shripad Deshmukh Mausoom Sarkar Balaji Krishnamurthy 83 9 0 22 Aug 2023
MetaGCD: Learning to Continually Learn in Generalized Category Discovery Yanan Wu Zhixiang Chi Yang Wang Songhe Feng BDL CLL 121 29 0 21 Aug 2023
The Change You Want to See (Now in 3D) Ragav Sachdeva Andrew Zisserman 3DPC VGen 97 13 0 21 Aug 2023
ViT-Lens: Initiating Omni-Modal Exploration through 3D Insights Weixian Lei Yixiao Ge Jianfeng Zhang Dylan Sun Kun Yi Ying Shan Mike Zheng Shou 61 1 0 20 Aug 2023
A Review on Objective-Driven Artificial Intelligence Apoorv Singh 46 3 0 20 Aug 2023
Efficient Representation Learning for Healthcare with Cross-Architectural Self-Supervision P. Singh Jacopo Cirrone OOD SSL 87 2 0 19 Aug 2023
Prototypical Cross-domain Knowledge Transfer for Cervical Dysplasia Visual Inspection Yichen Zhang Yifang Yin Ying Zhang Zhenguang Liu Zheng Wang Roger Zimmermann 70 2 0 19 Aug 2023
Semantics Meets Temporal Correspondence: Self-supervised Object-centric Learning in Videos Rui Qian Shuangrui Ding Xian Liu Dahua Lin 101 16 0 19 Aug 2023
Forecast-MAE: Self-supervised Pre-training for Motion Forecasting with Masked Autoencoders Jie Cheng Xiaodong Mei Ming-Yuan Liu 96 60 0 19 Aug 2023
DatasetEquity: Are All Samples Created Equal? In The Quest For Equity Within Datasets Shubham Shrivastava Xianling Zhang Sushruth Nagesh Armin Parchami 39 1 0 19 Aug 2023
Preference-conditioned Pixel-based AI Agent For Game Testing Sherif M. Abdelfattah Adrian Brown Pushi Zhang 57 2 0 18 Aug 2023
Point Contrastive Prediction with Semantic Clustering for Self-Supervised Learning on Point Cloud Videos Xiaoxiao Sheng Zhiqiang Shen Gang Xiao Longguang Wang Y. Guo Hehe Fan 3DPC SSL 68 9 0 18 Aug 2023
SRMAE: Masked Image Modeling for Scale-Invariant Deep Representations Zhiming Wang Lin Gu Feng Lu 96 0 0 17 Aug 2023
Learning to In-paint: Domain Adaptive Shape Completion for 3D Organ Segmentation Mingjin Chen Yongkang He Yongyi Lu Zhi-Yi Yang MedIm 78 1 0 17 Aug 2023
Stable and Causal Inference for Discriminative Self-supervised Deep Visual Representations Yuewei Yang Hai Helen Li Yiran Chen CML OOD 98 1 0 16 Aug 2023
Dynamic Attention-Guided Diffusion for Image Super-Resolution Brian B. Moser Stanislav Frolov Federico Raue Sebastián M. Palacio Andreas Dengel DiffM 95 5 0 15 Aug 2023
ObjectSDF++: Improved Object-Compositional Neural Implicit Surfaces Qianyi Wu Kai Wang Kejie Li Jianmin Zheng Jianfei Cai AI4CE 85 28 0 15 Aug 2023
Enhancing Network Initialization for Medical AI Models Using Large-Scale, Unlabeled Natural Images Soroosh Tayebi Arasteh Leo Misera Jakob Nikolas Kather Daniel Truhn S. Nebelung 83 9 0 15 Aug 2023
Visual and Textual Prior Guided Mask Assemble for Few-Shot Segmentation and Beyond Chen Shuai Meng Fanman Runtong Zhang Heqian Qiu Hongliang Li Wu Qingbo Xu Linfeng VLM 86 15 0 15 Aug 2023
On the Importance of Spatial Relations for Few-shot Action Recognition Yilun Zhang Yu Fu Xingjun Ma Lizhe Qi Jingjing Chen Zuxuan Wu Yueping Jiang ViT 89 10 0 14 Aug 2023
pNNCLR: Stochastic Pseudo Neighborhoods for Contrastive Learning based Unsupervised Representation Learning Problems Momojit Biswas Himanshu Buckchash Dilip K. Prasad SSL 109 8 0 14 Aug 2023
OpenGCD: Assisting Open World Recognition with Generalized Category Discovery Fulin Gao Weimin Zhong Zhixing Cao Xin Peng Zhi Li 79 1 0 14 Aug 2023
SimMatchV2: Semi-Supervised Learning with Graph Consistency Mingkai Zheng Shan You Lang Huang Chen Luo Fei Wang Chao Qian Chang Xu SSL 79 11 0 13 Aug 2023
Revisiting Vision Transformer from the View of Path Ensemble Shuning Chang Pichao Wang Haowen Luo Fan Wang Mike Zheng Shou ViT 66 3 0 12 Aug 2023
Foundation Model is Efficient Multimodal Multitask Model Selector Fanqing Meng Wenqi Shao Zhanglin Peng Chong Jiang Kaipeng Zhang Yu Qiao Ping Luo 67 17 0 11 Aug 2023
Experts Weights Averaging: A New General Training Scheme for Vision Transformers Yongqian Huang Peng Ye Xiaoshui Huang Sheng Li Tao Chen Tong He Wanli Ouyang MoMe 84 9 0 11 Aug 2023
Follow Anything: Open-set detection, tracking, and following in real-time Alaa Maalouf Ninad Jadhav Krishna Murthy Jatavallabhula Makram Chahine Daniel M.Vogt Robert J. Wood Antonio Torralba Daniela Rus 105 25 0 10 Aug 2023
Spatio-Temporal Encoding of Brain Dynamics with Surface Masked Autoencoders Simon Dahan Logan Z. J. Williams Yourong Guo Daniel Rueckert E. C. Robinson 73 0 0 10 Aug 2023
Scene-Generalizable Interactive Segmentation of Radiance Fields Songlin Tang Wenjie Pei Xin Tao Tanghui Jia Guangming Lu Yu-Wing Tai 59 11 0 09 Aug 2023
MixReorg: Cross-Modal Mixed Patch Reorganization is a Good Mask Learner for Open-World Semantic Segmentation Kaixin Cai Pengzhen Ren Yi Zhu Hang Xu Jian-zhuo Liu Changlin Li Guangrun Wang Xiaodan Liang VLM 81 15 0 09 Aug 2023
High-Level Parallelism and Nested Features for Dynamic Inference Cost and Top-Down Attention A. Kelm Niels Hannemann Bruno Heberle Lucas Schmidt Tim Rolff Christian Wilms Ehsan Yaghoubi Simone Frintrop 60 0 0 09 Aug 2023
Induction Network: Audio-Visual Modality Gap-Bridging for Self-Supervised Sound Source Localization Tianyu Liu Peng Zhang Wei Huang Yufei Zha Tao You Yanni Zhang SSL 67 2 0 09 Aug 2023
Self-supervised Learning of Rotation-invariant 3D Point Set Features using Transformer and its Self-distillation T. Furuya Zhoujie Chen Ryutarou Ohbuchi Zhenzhong Kuang 3DPC 60 2 0 09 Aug 2023
A Brief Yet In-Depth Survey of Deep Learning-Based Image Watermarking Agnibh Dasgupta A. Das Fahad Alrasheedi A. Tanvir 92 2 0 08 Aug 2023