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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
Betrayed by Attention: A Simple yet Effective Approach for Self-supervised Video Object Segmentation Shuangrui Ding Rui Qian Haohang Xu Dahua Lin Hongkai Xiong VOS 102 5 0 29 Nov 2023
VBench: Comprehensive Benchmark Suite for Video Generative Models Ziqi Huang Yinan He Jiashuo Yu Fan Zhang Chenyang Si ... Xinyuan Chen Limin Wang Dahua Lin Yu Qiao Ziwei Liu VGen 209 451 0 29 Nov 2023
One-Shot Open Affordance Learning with Foundation Models Gen Li Deqing Sun Laura Sevilla-Lara Varun Jampani VLM 120 26 0 29 Nov 2023
Object-based (yet Class-agnostic) Video Domain Adaptation Dantong Niu Amir Bar Roei Herzig Trevor Darrell Anna Rohrbach 75 1 0 29 Nov 2023
Meta Co-Training: Two Views are Better than One Jay C. Rothenberger Dimitrios I. Diochnos VLM 168 3 0 29 Nov 2023
No Representation Rules Them All in Category Discovery S. Vaze Andrea Vedaldi Andrew Zisserman OOD 92 36 0 28 Nov 2023
Adversarial Diffusion Distillation Axel Sauer Dominik Lorenz A. Blattmann Robin Rombach 229 389 0 28 Nov 2023
Telling Left from Right: Identifying Geometry-Aware Semantic Correspondence Junyi Zhang Charles Herrmann Junhwa Hur Eric Chen Varun Jampani Deqing Sun Ming-Hsuan Yang 115 45 0 28 Nov 2023
Diffusion 3D Features (Diff3F): Decorating Untextured Shapes with Distilled Semantic Features Niladri Shekhar Dutt Sanjeev Muralikrishnan Niloy J. Mitra 118 22 0 28 Nov 2023
Brain-ID: Learning Contrast-agnostic Anatomical Representations for Brain Imaging Peirong Liu Oula Puonti Xiaoling Hu Daniel C. Alexander Juan Eugenio Iglesias MedIm OOD 87 7 0 28 Nov 2023
ROSO: Improving Robotic Policy Inference via Synthetic Observations Yusuke Miyashita Dimitris Gahtidis Colin La Jeremy Rabinowicz Juxi Leitner 52 2 0 28 Nov 2023
DyRA: Portable Dynamic Resolution Adjustment Network for Existing Detectors Daeun Seo Hoeseok Yang Hyungshin Kim 133 0 0 28 Nov 2023
Text-Driven Image Editing via Learnable Regions Yuanze Lin Yi-Wen Chen Yi-Hsuan Tsai Lu Jiang Ming-Hsuan Yang DiffM 103 20 0 28 Nov 2023
Making Self-supervised Learning Robust to Spurious Correlation via Learning-speed Aware Sampling Weicheng Zhu Sheng Liu C. Fernandez‐Granda N. Razavian 127 1 0 27 Nov 2023
ViT-Lens: Towards Omni-modal Representations Weixian Lei Yixiao Ge Kun Yi Jianfeng Zhang Difei Gao Dylan Sun Yuying Ge Ying Shan Mike Zheng Shou 99 20 0 27 Nov 2023
C-SAW: Self-Supervised Prompt Learning for Image Generalization in Remote Sensing Avigyan Bhattacharya Mainak Singha Ankit Jha Biplab Banerjee SSL VLM 85 6 0 27 Nov 2023
HawkI: Homography & Mutual Information Guidance for 3D-free Single Image to Aerial View D. Kothandaraman Dinesh Manocha Ming C. Lin Dinesh Manocha DiffM 78 2 0 27 Nov 2023
DreamCreature: Crafting Photorealistic Virtual Creatures from Imagination KamWoh Ng Xiatian Zhu Yi-Zhe Song Tao Xiang DiffM 47 6 0 27 Nov 2023
Wired Perspectives: Multi-View Wire Art Embraces Generative AI Zhiyu Qu Lan Yang Honggang Zhang Tao Xiang Kaiyue Pang Yi-Zhe Song AI4CE 69 12 0 26 Nov 2023
Having Second Thoughts? Let's hear it J. H. Lee Sujith Vijayan AAML 37 0 0 26 Nov 2023
Concept Distillation: Leveraging Human-Centered Explanations for Model Improvement Avani Gupta Saurabh Saini P. J. Narayanan 97 8 0 26 Nov 2023
Obj-NeRF: Extract Object NeRFs from Multi-view Images Zhiyi Li Lihe Ding Tianfan Xue 61 1 0 26 Nov 2023
ChAda-ViT : Channel Adaptive Attention for Joint Representation Learning of Heterogeneous Microscopy Images Nicolas Bourriez Ihab Bendidi Ethan O. Cohen Gabriel Watkinson Maxime Sanchez Guillaume Bollot Auguste Genovesio MedIm 58 12 0 26 Nov 2023
Insect-Foundation: A Foundation Model and Large-scale 1M Dataset for Visual Insect Understanding Hoang-Quan Nguyen Thanh-Dat Truong Xuan-Bac Nguyen Ashley Dowling Xin Li Khoa Luu VLM 82 20 0 26 Nov 2023
Advancing Vision Transformers with Group-Mix Attention Chongjian Ge Xiaohan Ding Zhan Tong Li Yuan Jiangliu Wang Yibing Song Ping Luo 180 18 0 26 Nov 2023
Unified Medical Image Pre-training in Language-Guided Common Semantic Space Xiaoxuan He Yifan Yang Xinyang Jiang Xufang Luo Haoji Hu Siyun Zhao Dongsheng Li Yuqing Yang Lili Qiu 84 2 0 24 Nov 2023
SEGIC: Unleashing the Emergent Correspondence for In-Context Segmentation Lingchen Meng Shiyi Lan Hengduo Li Jose M. Alvarez Zuxuan Wu Yu-Gang Jiang VLM ISeg MLLM 79 9 0 24 Nov 2023
Understanding Self-Supervised Features for Learning Unsupervised Instance Segmentation Paul Engstler Luke Melas-Kyriazi Christian Rupprecht Iro Laina SSL 67 5 0 24 Nov 2023
ARIA: On the Interaction Between Architectures, Initialization and Aggregation Methods for Federated Visual Classification Vasilis Siomos Sergio Naval Marimont Jonathan Passerat-Palmbach G. Tarroni 67 1 0 24 Nov 2023
Inferring Latent Class Statistics from Text for Robust Visual Few-Shot Learning Yassir Bendou Vincent Gripon Bastien Pasdeloup G. Lioi Lukas Mauch Fabien Cardinaux G. B. Hacene 69 0 0 24 Nov 2023
Stable Cluster Discrimination for Deep Clustering Qi Qian OOD 80 24 0 24 Nov 2023
Challenges of Large Language Models for Mental Health Counseling N. C. Chung George C. Dyer L. Brocki LM&MA AI4MH 123 16 0 23 Nov 2023
Feature Extraction for Generative Medical Imaging Evaluation: New Evidence Against an Evolving Trend M. Woodland Austin Castelo Mais Al Taie Jessica Albuquerque Marques Silva Mohamed Eltaher ... Austin Castelo Suprateek Kundu Joshua P. Yung Ankit B. Patel Kristy K. Brock MedIm AAML 84 11 0 22 Nov 2023
Medical Image Retrieval Using Pretrained Embeddings Farnaz Khun Jush Tuan Truong Steffen Vogler Matthias Lenga 100 7 0 22 Nov 2023
Revisiting Supervision for Continual Representation Learning Daniel Marczak Sebastian Cygert Tomasz Trzciñski Bartlomiej Twardowski SSL CLL 115 2 0 22 Nov 2023
Robot at the Mirror: Learning to Imitate via Associating Self-supervised Models Andrej Lúcny Kristína Malinovská Igor Farkas SSL 36 1 0 22 Nov 2023
DAE-Net: Deforming Auto-Encoder for fine-grained shape co-segmentation Zhiqin Chen Qimin Chen Hang Zhou Hao Zhang 3DPC 3DV 103 3 0 22 Nov 2023
Bridging Generalization Gaps in High Content Imaging Through Online Self-Supervised Domain Adaptation Johan Fredin Haslum Christos Matsoukas Karl‐Johan Leuchowius Kevin Smith 60 2 0 21 Nov 2023
Hierarchical Meta-learning-based Adaptive Controller Fengze Xie Guanya Shi Michael O'Connell Yisong Yue Soon-Jo Chung 69 4 0 21 Nov 2023
Long-MIL: Scaling Long Contextual Multiple Instance Learning for Histopathology Whole Slide Image Analysis Honglin Li Yunlong Zhang Chenglu Zhu Jiatong Cai Sunyi Zheng Lin Yang VLM 94 4 0 21 Nov 2023
Disentangling Structure and Appearance in ViT Feature Space Narek Tumanyan Omer Bar-Tal Shir Amir Shai Bagon Tali Dekel DiffM CoGe 95 2 0 20 Nov 2023
PF-LRM: Pose-Free Large Reconstruction Model for Joint Pose and Shape Prediction Peng Wang Hao Tan Sai Bi Yinghao Xu Fujun Luan Kalyan Sunkavalli Wenping Wang Zexiang Xu Kai Zhang 105 109 0 20 Nov 2023
OmniSeg3D: Omniversal 3D Segmentation via Hierarchical Contrastive Learning Haiyang Ying Yixuan Yin Jinzhi Zhang Fan Wang Tao Yu Ruqi Huang Lu Fang 48 33 0 20 Nov 2023
Event Camera Data Dense Pre-training Yan Yang Liyuan Pan Liu Liu 65 4 0 20 Nov 2023
Generalized Category Discovery in Semantic Segmentation Zhengyuan Peng Qijian Tian Jianqing Xu Yizhang Jin Xuequan Lu Xin Tan Yuan Xie Lizhuang Ma ISeg 102 2 0 20 Nov 2023
Towards Few-shot Out-of-Distribution Detection Jiuqing Dong Yongbin Gao Heng Zhou Jun Cen Yifan Yao Sook Yoon Park Dong Sun OODD 79 2 0 20 Nov 2023
Self-Distilled Representation Learning for Time Series Felix Pieper Konstantin Ditschuneit Martin Genzel Alexandra Lindt Johannes Otterbach AI4TS 64 1 0 19 Nov 2023
Deep Tensor Network Yifan Zhang 118 0 0 18 Nov 2023
Shifting to Machine Supervision: Annotation-Efficient Semi and Self-Supervised Learning for Automatic Medical Image Segmentation and Classification P. Singh Raviteja Chukkapalli Shravan Chaudhari Luoyao Chen Mei Chen Jinqian Pan Craig Smuda Jacopo Cirrone 83 8 0 17 Nov 2023
Multi-entity Video Transformers for Fine-Grained Video Representation Learning Matthew Walmer Rose Kanjirathinkal Kai Sheng Tai Keyur Muzumdar Taipeng Tian Abhinav Shrivastava ViT 90 0 0 17 Nov 2023