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Emerging Properties in Self-Supervised Vision Transformers

29 April 2021

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

50 / 4,175 papers shown

Title
Point2Vec for Self-Supervised Representation Learning on Point Clouds Karim Abou Zeid Jonas Schult Alexander Hermans Bastian Leibe 3DPC 73 30 0 29 Mar 2023
ARMBench: An Object-centric Benchmark Dataset for Robotic Manipulation Chaitanya Mitash Fan Wang Shiyang Lu Vikedo Terhuja T. Garaas F. Polido M. Nambi 117 28 0 29 Mar 2023
Towards Foundation Models and Few-Shot Parameter-Efficient Fine-Tuning for Volumetric Organ Segmentation Julio Silva-Rodríguez Jose Dolz Ismail Ben Ayed 205 14 0 29 Mar 2023
Visually Wired NFTs: Exploring the Role of Inspiration in Non-Fungible Tokens Lucio La Cava Davide Costa Andrea Tagarelli 86 7 0 29 Mar 2023
Unmasked Teacher: Towards Training-Efficient Video Foundation Models Kunchang Li Yali Wang Yizhuo Li Yi Wang Yinan He Limin Wang Yu Qiao VGen 136 169 0 28 Mar 2023
Large-scale Pre-trained Models are Surprisingly Strong in Incremental Novel Class Discovery Mingxuan Liu Subhankar Roy Zhun Zhong N. Sebe Elisa Ricci CLL SSL 86 10 0 28 Mar 2023
Large-scale pretraining on pathological images for fine-tuning of small pathological benchmarks Masataka Kawai Noriaki Ota Shinsuke Yamaoka 61 6 0 28 Mar 2023
Colo-SCRL: Self-Supervised Contrastive Representation Learning for Colonoscopic Video Retrieval Qingguo Chen Shilun Cai C. Cai Zefang Yu Xiaobo Li Suncheng Xiang 61 7 0 28 Mar 2023
Object Discovery from Motion-Guided Tokens Zhipeng Bao P. Tokmakov Yu-Xiong Wang Adrien Gaidon M. Hebert OCL 100 23 0 27 Mar 2023
GeoNet: Benchmarking Unsupervised Adaptation across Geographies Tarun Kalluri Wangdong Xu Manmohan Chandraker OOD 63 15 0 27 Mar 2023
On the Stepwise Nature of Self-Supervised Learning James B. Simon Maksis Knutins Liu Ziyin Daniel Geisz Abraham J. Fetterman Joshua Albrecht SSL 96 35 0 27 Mar 2023
The Stable Signature: Rooting Watermarks in Latent Diffusion Models Pierre Fernandez Guillaume Couairon Hervé Jégou Matthijs Douze Teddy Furon WIGM 133 198 0 27 Mar 2023
Training-free Content Injection using h-space in Diffusion Models Jaeseok Jeong Mingi Kwon Youngjung Uh DiffM 103 29 0 27 Mar 2023
Learning Attention as Disentangler for Compositional Zero-shot Learning Shaozhe Hao Kai Han Kwan-Yee K. Wong CoGe OCL 77 28 0 27 Mar 2023
Leveraging Hidden Positives for Unsupervised Semantic Segmentation Hyun Seok Seong WonJun Moon Subeen Lee Jae-Pil Heo ViT 125 34 0 27 Mar 2023
BlackVIP: Black-Box Visual Prompting for Robust Transfer Learning Changdae Oh Hyeji Hwang Hee-young Lee Yongtaek Lim Geunyoung Jung Jiyoung Jung Hosik Choi Kyungwoo Song VLM VPVLM 141 62 0 26 Mar 2023
UnScene3D: Unsupervised 3D Instance Segmentation for Indoor Scenes Dávid Rozenberszki Or Litany Angela Dai 3DPC ISeg 100 25 0 25 Mar 2023
SUDS: Scalable Urban Dynamic Scenes Haithem Turki Jason Y. Zhang Francesco Ferroni Deva Ramanan 143 115 0 25 Mar 2023
Vision Models Can Be Efficiently Specialized via Few-Shot Task-Aware Compression Denis Kuznedelev Soroush Tabesh Kimia Noorbakhsh Elias Frantar Sara Beery Eldar Kurtic Dan Alistarh MQ VLM 75 2 0 25 Mar 2023
Active Finetuning: Exploiting Annotation Budget in the Pretraining-Finetuning Paradigm Yichen Xie Han Lu Junchi Yan Xiaokang Yang Masayoshi Tomizuka Wei Zhan 102 34 0 25 Mar 2023
Zero-Shot Everything Sketch-Based Image Retrieval, and in Explainable Style Fengyin Lin Mingkang Li Da Li Timothy M. Hospedales Yi-Zhe Song Yonggang Qi 116 29 0 25 Mar 2023
Supervised Masked Knowledge Distillation for Few-Shot Transformers Hanxi Lin G. Han Jiawei Ma Shiyuan Huang Xudong Lin Shih-Fu Chang 90 36 0 25 Mar 2023
Train/Test-Time Adaptation with Retrieval Luca Zancato Alessandro Achille Tian Yu Liu Matthew Trager Pramuditha Perera Stefano Soatto TTA OOD 65 12 0 25 Mar 2023
Masked Scene Contrast: A Scalable Framework for Unsupervised 3D Representation Learning Xiaoyang Wu Xin Wen Xihui Liu Hengshuang Zhao 3DPC 171 45 0 24 Mar 2023
Video Pre-trained Transformer: A Multimodal Mixture of Pre-trained Experts Kastan Day D. Christl Rohan Salvi Pranav Sriram ViT 76 1 0 24 Mar 2023
Principles of Forgetting in Domain-Incremental Semantic Segmentation in Adverse Weather Conditions Tobias Kalb Jürgen Beyerer CLL 59 5 0 24 Mar 2023
Best of Both Worlds: Multimodal Contrastive Learning with Tabular and Imaging Data Paul Hager Fernando Navarro Daniel Rueckert 102 55 0 24 Mar 2023
Image Deblurring by Exploring In-depth Properties of Transformer Pengwei Liang Junjun Jiang Xianming Liu Jiayi Ma ViT 78 20 0 24 Mar 2023
AssetField: Assets Mining and Reconfiguration in Ground Feature Plane Representation Yuanbo Xiangli Linning Xu Xingang Pan Nanxuan Zhao Bo Dai Dahua Lin 62 11 0 24 Mar 2023
HandNeRF: Neural Radiance Fields for Animatable Interacting Hands Zhiyang Guo Wen-gang Zhou Min Wang Li Li Houqiang Li 3DH 128 16 0 24 Mar 2023
End-to-End Diffusion Latent Optimization Improves Classifier Guidance Bram Wallace Akash Gokul Stefano Ermon Nikhil Naik 196 80 0 23 Mar 2023
Adaptive Similarity Bootstrapping for Self-Distillation based Representation Learning Tim Lebailly Thomas Stegmüller Behzad Bozorgtabar Jean-Philippe Thiran Tinne Tuytelaars SSL 75 2 0 23 Mar 2023
A Closer Look at Model Adaptation using Feature Distortion and Simplicity Bias Puja Trivedi Danai Koutra Jayaraman J. Thiagarajan AAML 72 18 0 23 Mar 2023
The effectiveness of MAE pre-pretraining for billion-scale pretraining Mannat Singh Quentin Duval Kalyan Vasudev Alwala Haoqi Fan Vaibhav Aggarwal ... Piotr Dollár Christoph Feichtenhofer Ross B. Girshick Rohit Girdhar Ishan Misra LRM 182 71 0 23 Mar 2023
Patch-Mix Transformer for Unsupervised Domain Adaptation: A Game Perspective Jinjing Zhu Haotian Bai Lin Wang ViT 146 78 0 23 Mar 2023
Multi-granularity Interaction Simulation for Unsupervised Interactive Segmentation Kehan Li Yian Zhao Zhennan Wang Ze-Long Cheng Peng Jin Xiang Ji Li-ming Yuan Chang-rui Liu Jie Chen 84 9 0 23 Mar 2023
Zero-guidance Segmentation Using Zero Segment Labels Pitchaporn Rewatbowornwong Nattanat Chatthee Ekapol Chuangsuwanich Supasorn Suwajanakorn VLM 60 12 0 23 Mar 2023
SINE: Semantic-driven Image-based NeRF Editing with Prior-guided Editing Field Chong Bao Yinda Zhang Bangbang Yang Tianxing Fan Zesong Yang Hujun Bao Guofeng Zhang Zhaopeng Cui DiffM 245 99 0 23 Mar 2023
CrOC: Cross-View Online Clustering for Dense Visual Representation Learning Thomas Stegmüller Tim Lebailly Behzad Bozorgtabar Tinne Tuytelaars Jean-Philippe Thiran 98 17 0 23 Mar 2023
Top-Down Visual Attention from Analysis by Synthesis Baifeng Shi Trevor Darrell Xin Eric Wang 88 32 0 23 Mar 2023
A Survey of Historical Learning: Learning Models with Learning History Xiang Li Ge Wu Lingfeng Yang Wenzhe Wang Renjie Song Jian Yang MU AI4TS 103 2 0 23 Mar 2023
ProtoCon: Pseudo-label Refinement via Online Clustering and Prototypical Consistency for Efficient Semi-supervised Learning Islam Nassar Munawar Hayat Ehsan Abbasnejad Hamid Rezatofighi Gholamreza Haffari 74 19 0 22 Mar 2023
Instruct-NeRF2NeRF: Editing 3D Scenes with Instructions Ayaan Haque Matthew Tancik Alexei A. Efros Aleksander Holynski Angjoo Kanazawa VGen DiffM 118 377 0 22 Mar 2023
FeatureNeRF: Learning Generalizable NeRFs by Distilling Foundation Models Jianglong Ye Naiyan Wang Xinyu Wang DiffM 94 43 0 22 Mar 2023
Correlational Image Modeling for Self-Supervised Visual Pre-Training Wei Li Jiahao Xie Chen Change Loy SSL 96 12 0 22 Mar 2023
Prompt-MIL: Boosting Multi-Instance Learning Schemes via Task-specific Prompt Tuning Jingwei Zhang S. Kapse Ke Ma Prateek Prasanna Joel H. Saltz Maria Vakalopoulou Dimitris Samaras VLM 148 18 0 21 Mar 2023
MV-MR: multi-views and multi-representations for self-supervised learning and knowledge distillation Vitaliy Kinakh M. Drozdova Svyatoslav Voloshynovskiy 83 2 0 21 Mar 2023
Machine Learning for Brain Disorders: Transformers and Visual Transformers Robin Courant Maika Edberg Nicolas Dufour Vicky Kalogeiton MedIm ViT 63 1 0 21 Mar 2023
ViC-MAE: Self-Supervised Representation Learning from Images and Video with Contrastive Masked Autoencoders J. Hernandez Ruben Villegas Vicente Ordonez SSL 75 2 0 21 Mar 2023
Contrastive Alignment of Vision to Language Through Parameter-Efficient Transfer Learning Zaid Khan Yun Fu VLM 63 14 0 21 Mar 2023