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
Channel Vision Transformers: An Image Is Worth 1 x 16 x 16 Words Yu Bao Srinivasan Sivanandan Theofanis Karaletsos ViT 90 27 0 28 Sep 2023
Feature Normalization Prevents Collapse of Non-contrastive Learning Dynamics Han Bao SSL MLT 99 1 0 28 Sep 2023
Masked Autoencoders are Scalable Learners of Cellular Morphology Oren Z. Kraus Kian Kenyon-Dean Saber Saberian Maryam Fallah Peter McLean ... Chi Vicky Cheng Kristen Morse Maureen Makes Ben Mabey Berton Earnshaw 82 15 0 27 Sep 2023
Rapid Network Adaptation: Learning to Adapt Neural Networks Using Test-Time Feedback Teresa Yeo Oğuzhan Fatih Kar Zahra Sodagar Amir Zamir TTA OOD 74 4 0 27 Sep 2023
Factorized Diffusion Architectures for Unsupervised Image Generation and Segmentation Xin Yuan Michael Maire DiffM 73 2 0 27 Sep 2023
Deep Model Fusion: A Survey Weishi Li Yong Peng Miao Zhang Liang Ding Han Hu Li Shen FedML MoMe 117 62 0 27 Sep 2023
DreamCom: Finetuning Text-guided Inpainting Model for Image Composition Lingxiao Lu Jiangtong Li Bo Zhang Li Niu DiffM 73 12 0 27 Sep 2023
The Triad of Failure Modes and a Possible Way Out Emanuele Sansone 61 2 0 27 Sep 2023
$M$^{3}$3D: Learning 3D priors using Multi-Modal Masked Autoencoders for 2D image and video understanding$ M $^{3}$ 3D: Learning 3D priors using Multi-Modal Masked Autoencoders for 2D image and video understanding Muhammad Abdullah Jamal Omid Mohareri 3DPC 76 1 0 26 Sep 2023
SeMAnD: Self-Supervised Anomaly Detection in Multimodal Geospatial Datasets Daria Reshetova Swetava Ganguli C. V. K. Iyer Vipul Pandey 61 3 0 26 Sep 2023
Doduo: Learning Dense Visual Correspondence from Unsupervised Semantic-Aware Flow Zhenyu Jiang Hanwen Jiang Yuke Zhu VOS 80 4 0 26 Sep 2023
Class Incremental Learning via Likelihood Ratio Based Task Prediction Haowei Lin Yijia Shao W. Qian Ningxin Pan Yiduo Guo Bing-Quan Liu CLL 111 14 0 26 Sep 2023
CLIP-DIY: CLIP Dense Inference Yields Open-Vocabulary Semantic Segmentation For-Free Monika Wysoczañska Michael Ramamonjisoa Tomasz Trzciñski Oriane Siméoni 3DV VLM 126 22 0 25 Sep 2023
AutoPrep: An Automatic Preprocessing Framework for In-the-Wild Speech Data Jianwei Yu Hangting Chen Yanyao Bian Xiang Li Yimin Luo Jinchuan Tian Mengyang Liu Jiayi Jiang Shuai Wang VLM 72 16 0 25 Sep 2023
PARTICLE: Part Discovery and Contrastive Learning for Fine-grained Recognition Oindrila Saha Subhransu Maji SSL 90 2 0 25 Sep 2023
GraphAdapter: Tuning Vision-Language Models With Dual Knowledge Graph Xin Li Dongze Lian Zhihe Lu Jiawang Bai Zhibo Chen Xinchao Wang VLM 113 66 0 24 Sep 2023
Rewrite Caption Semantics: Bridging Semantic Gaps for Language-Supervised Semantic Segmentation Yun Xing Jian Kang Aoran Xiao Jiahao Nie Ling Shao Shijian Lu VLM 89 13 0 24 Sep 2023
USL-Net: Uncertainty Self-Learning Network for Unsupervised Skin Lesion Segmentation Xiaofan Li Bo Peng Jie Hu Changyou Ma Daipeng Yang Zhuyang Xie 66 7 0 23 Sep 2023
Contrastive Speaker Embedding With Sequential Disentanglement Youzhi Tu Man-Wai Mak Jen-Tzung Chien CoGe 55 6 0 23 Sep 2023
Detect Everything with Few Examples Xinyu Zhang Yuting Wang Abdeslam Boularias ObjD VLM 104 14 0 22 Sep 2023
On Separate Normalization in Self-supervised Transformers Xiaohui Chen Yinkai Wang Yuanqi Du S. Hassoun Liping Liu ViT 75 2 0 22 Sep 2023
LMC: Large Model Collaboration with Cross-assessment for Training-Free Open-Set Object Recognition Haoxuan Qu Xiaofei Hui Yujun Cai Jun Liu 137 11 0 22 Sep 2023
Text-Guided Vector Graphics Customization Peiying Zhang Nanxuan Zhao Jing Liao DiffM 71 10 0 21 Sep 2023
ZS6D: Zero-shot 6D Object Pose Estimation using Vision Transformers P. Ausserlechner David Haberger Stefan Thalhammer Jean-Baptiste Weibel Markus Vincze 78 31 0 21 Sep 2023
Unsupervised Semantic Segmentation Through Depth-Guided Feature Correlation and Sampling Leon Sick Dominik Engel Pedro Hermosilla Timo Ropinski 82 8 0 21 Sep 2023
A Study of Forward-Forward Algorithm for Self-Supervised Learning Jonas Brenig Radu Timofte SSL 62 5 0 21 Sep 2023
Unlocking the Heart Using Adaptive Locked Agnostic Networks Sylwia Majchrowska Anders Hildeman Philip Teare Tom Diethe 62 1 0 21 Sep 2023
Leveraging In-the-Wild Data for Effective Self-Supervised Pretraining in Speaker Recognition Shuai Wang Qibing Bai Qi Liu Jianwei Yu Zhengyang Chen Bing Han Yan-min Qian Haizhou Li 66 1 0 21 Sep 2023
Weak Supervision for Label Efficient Visual Bug Detection F. Rahman 78 2 0 20 Sep 2023
COSE: A Consistency-Sensitivity Metric for Saliency on Image Classification Rangel Daroya Aaron Sun Subhransu Maji 68 0 0 20 Sep 2023
SEMPART: Self-supervised Multi-resolution Partitioning of Image Semantics Sriram Ravindran Debraj Basu 98 3 0 20 Sep 2023
Few-Shot Panoptic Segmentation With Foundation Models Markus Kappeler Kürsat Petek Niclas Vodisch Wolfram Burgard Abhinav Valada 93 18 0 19 Sep 2023
PanopticNeRF-360: Panoramic 3D-to-2D Label Transfer in Urban Scenes Xiao Fu Shangzhan Zhang Tianrun Chen Yichong Lu Xiaowei Zhou Andreas Geiger Yiyi Liao 3DPC 176 9 0 19 Sep 2023
Unsupervised Open-Vocabulary Object Localization in Videos Ke Fan Zechen Bai Tianjun Xiao Dominik Zietlow Max Horn ... Bernt Schiele Thomas Brox Zheng Zhang Yanwei Fu Tong He 114 10 0 18 Sep 2023
Scalable Label-efficient Footpath Network Generation Using Remote Sensing Data and Self-supervised Learning Xinye Wanyan Sachith Seneviratne K. Nice Jason Thompson Marcus White N. Langenheim Mark Stevenson SSL 35 0 0 18 Sep 2023
FactoFormer: Factorized Hyperspectral Transformers with Self-Supervised Pretraining Shaheera Mohamed Maryam Haghighat Tharindu Fernando Sridha Sridharan Clinton Fookes Peyman Moghadam ViT 88 14 0 18 Sep 2023
MVP: Meta Visual Prompt Tuning for Few-Shot Remote Sensing Image Scene Classification Junjie Zhu Yiying Li Chunping Qiu Ke Yang Naiyang Guan Xiaodong Yi 95 7 0 17 Sep 2023
MMST-ViT: Climate Change-aware Crop Yield Prediction via Multi-Modal Spatial-Temporal Vision Transformer Fudong Lin Summer Crawford Kaleb Guillot Yihe Zhang Yan Chen ... Tri Setiyono B. Tubana Lu Peng Magdy A. Bayoumi N. Tzeng 96 26 0 16 Sep 2023
In-Style: Bridging Text and Uncurated Videos with Style Transfer for Text-Video Retrieval Nina Shvetsova Anna Kukleva Bernt Schiele Hilde Kuehne DiffM 79 4 0 16 Sep 2023
Deep-learning-powered data analysis in plankton ecology Harshith Bachimanchi Matthew I. M. Pinder Chloé Robert Pierre De Wit Jonathan Havenhand Alexandra Kinnby Daniel Midtvedt Erik Selander Giovanni Volpe 102 3 0 15 Sep 2023
BROW: Better featuRes fOr Whole slide image based on self-distillation Yuan Wu Shaojie Li Zhiqiang Du Wentao Zhu 55 5 0 15 Sep 2023
MTG: Mapless Trajectory Generator with Traversability Coverage for Outdoor Navigation Jing Liang Peng Gao Xuesu Xiao A. Sathyamoorthy Mohamed Bashir Elnoor Ming C. Lin Tianyi Zhou 93 11 0 15 Sep 2023
AnyOKP: One-Shot and Instance-Aware Object Keypoint Extraction with Pretrained ViT Fangbo Qin Taogang Hou Shan Lin Kaiyuan Wang Michael C. Yip Shan Yu 72 0 0 15 Sep 2023
Language Embedded Radiance Fields for Zero-Shot Task-Oriented Grasping Adam Rashid Satvik Sharma Chung Min Kim Justin Kerr Lawrence Yunliang Chen Angjoo Kanazawa Ken Goldberg 159 94 0 14 Sep 2023
Virchow: A Million-Slide Digital Pathology Foundation Model Eugene Vorontsov Alican Bozkurt Adam Casson George Shaikovski Michal Zelechowski ... Razik Yousfi Christopher Kanan David Klimstra B. Rothrock Thomas J. Fuchs MedIm 140 92 0 14 Sep 2023
Indoor Scene Reconstruction with Fine-Grained Details Using Hybrid Representation and Normal Prior Enhancement Sheng Ye Yubin Hu Matthieu Lin Yu-Hui Wen Wang Zhao Yang Liu Wenping Wang 96 3 0 14 Sep 2023
Contrastive Deep Encoding Enables Uncertainty-aware Machine-learning-assisted Histopathology Nirhoshan Sivaroopan Chamuditha Jayanga Chalani Ekanayake Hasindri Watawana Jathurshan Pradeepkumar Mithunjha Anandakumar Ranga Rodrigo Chamira U. S. Edussooriya D. Wadduwage MedIm UQCV 73 0 0 13 Sep 2023
Towards Reliable Dermatology Evaluation Benchmarks Fabian Gröger Simone Lionetti Philippe Gottfrois Alvaro Gonzalez-Jimenez Matthew Groh Roxana Daneshjou Labelling Consortium Alexander A. Navarini Marc Pouly 89 5 0 13 Sep 2023
MagiCapture: High-Resolution Multi-Concept Portrait Customization J. Hyung Jaeyo Shin Jaegul Choo DiffM 60 18 0 13 Sep 2023
Keep It SimPool: Who Said Supervised Transformers Suffer from Attention Deficit? Bill Psomas Ioannis Kakogeorgiou Konstantinos Karantzalos Yannis Avrithis ViT 71 10 0 13 Sep 2023