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Masked Autoencoders Are Scalable Vision Learners

11 November 2021

Piotr Dollár

Papers citing "Masked Autoencoders Are Scalable Vision Learners"

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Title
Pre-Training LiDAR-Based 3D Object Detectors Through Colorization Tai-Yu Pan Chenyang Ma Tianle Chen Cheng Perng Phoo Katie Z Luo Yurong You Mark E. Campbell Kilian Q. Weinberger B. Hariharan Wei-Lun Chao 3DPC 101 4 0 23 Oct 2023
A Pytorch Reproduction of Masked Generative Image Transformer Victor Besnier Mickael Chen ViT 111 12 0 22 Oct 2023
CLIP meets Model Zoo Experts: Pseudo-Supervision for Visual Enhancement Mohammadreza Salehi Mehrdad Farajtabar Maxwell Horton Fartash Faghri Hadi Pouransari Raviteja Vemulapalli Oncel Tuzel Ali Farhadi Mohammad Rastegari Sachin Mehta CLIP VLM 90 2 0 21 Oct 2023
Learning to (Learn at Test Time) Yu Sun Xinhao Li Karan Dalal Chloe Hsu Oluwasanmi Koyejo Carlos Guestrin Xiaolong Wang Tatsunori Hashimoto Xinlei Chen SSL 87 9 0 20 Oct 2023
Learning with Unmasked Tokens Drives Stronger Vision Learners Taekyung Kim Sanghyuk Chun Byeongho Heo Dongyoon Han SSL 100 2 0 20 Oct 2023
SILC: Improving Vision Language Pretraining with Self-Distillation Muhammad Ferjad Naeem Yongqin Xian Xiaohua Zhai Lukas Hoyer Luc Van Gool F. Tombari VLM 115 36 0 20 Oct 2023
Domain-specific optimization and diverse evaluation of self-supervised models for histopathology Jeremy Lai Faruk Ahmed Supriya Vijay Tiam Jaroensri Jessica Loo ... Jonathan Krause Yun-Hui Liu Po-Hsuan Cameron Chen Ellery Wulczyn David F. Steiner 73 7 0 20 Oct 2023
Visual Grounding Helps Learn Word Meanings in Low-Data Regimes Chengxu Zhuang Evelina Fedorenko Jacob Andreas 76 12 0 20 Oct 2023
PatchCURE: Improving Certifiable Robustness, Model Utility, and Computation Efficiency of Adversarial Patch Defenses Chong Xiang Tong Wu Sihui Dai Jonathan Petit Suman Jana Prateek Mittal 122 6 0 19 Oct 2023
Putting the Object Back into Video Object Segmentation Ho Kei Cheng Seoung Wug Oh Brian Price Joon-Young Lee Alexander Schwing VOS 124 107 0 19 Oct 2023
Frozen Transformers in Language Models Are Effective Visual Encoder Layers Ziqi Pang Ziyang Xie Yunze Man Yu-Xiong Wang 148 27 0 19 Oct 2023
Unsupervised Object Localization in the Era of Self-Supervised ViTs: A Survey Oriane Siméoni Éloi Zablocki Spyros Gidaris Gilles Puy Patrick Pérez 86 14 0 19 Oct 2023
Minimalist and High-Performance Semantic Segmentation with Plain Vision Transformers Yuanduo Hong Jue Wang Weichao Sun Huihui Pan VLM ViT 88 7 0 19 Oct 2023
Weakly-Supervised Semantic Segmentation with Image-Level Labels: from Traditional Models to Foundation Models Zhaozheng Chen Qianru Sun VLM 138 9 0 19 Oct 2023
MTS-LOF: Medical Time-Series Representation Learning via Occlusion-Invariant Features Huayu Li Ana S. Carreon-Rascon Xiwen Chen Geng Yuan Ao Li AI4TS 38 5 0 19 Oct 2023
LoMAE: Low-level Vision Masked Autoencoders for Low-dose CT Denoising Dayang Wang Yongshun Xu Shuo Han Zhan Wu Li Zhou Bahareh Morovati Hengyong Yu MedIm 78 2 0 19 Oct 2023
ClusT3: Information Invariant Test-Time Training G. A. V. Hakim David Osowiechi Mehrdad Noori Milad Cheraghalikhani Ismail Ben Ayed Christian Desrosiers TTA OOD 96 12 0 18 Oct 2023
Learning from Rich Semantics and Coarse Locations for Long-tailed Object Detection Lingchen Meng Xiyang Dai Jianwei Yang Dongdong Chen Yinpeng Chen Mengchen Liu Yi-Ling Chen Zuxuan Wu Lu Yuan Yu-Gang Jiang 74 7 0 18 Oct 2023
Runner re-identification from single-view running video in the open-world setting Tomohiro Suzuki Kazushi Tsutsui K. Takeda Keisuke Fujii 70 1 0 18 Oct 2023
Multi Self-supervised Pre-fine-tuned Transformer Fusion for Better Intelligent Transportation Detection Juwu Zheng Jiangtao Ren ViT 54 0 0 17 Oct 2023
Unsupervised Pre-Training Using Masked Autoencoders for ECG Analysis Guoxin Wang Qingyuan Wang Ganesh Neelakanta Iyer A. Nag Deepu John SyDa 48 4 0 17 Oct 2023
Refining Latent Representations: A Generative SSL Approach for Heterogeneous Graph Learning Yulan Hu Zhirui Yang Ouyang Sheng Yong Liu 77 1 0 17 Oct 2023
Enhancing Plasticity for First Session Adaptation Continual Learning Imad Eddine Marouf Subhankar Roy Enzo Tartaglione Stéphane Lathuilière CLL 116 3 0 17 Oct 2023
Unifying Image Processing as Visual Prompting Question Answering Yihao Liu Xiangyu Chen Xianzheng Ma Xintao Wang Jiantao Zhou Yu Qiao Chao Dong MLLM 90 20 0 16 Oct 2023
Evaluation and improvement of Segment Anything Model for interactive histopathology image segmentation SeungKyu Kim Hyunwoo Oh Seonghui Min Won-Ki Jeong VLM 45 4 0 16 Oct 2023
Large Models for Time Series and Spatio-Temporal Data: A Survey and Outlook Ming Jin Qingsong Wen Yuxuan Liang Chaoli Zhang Siqiao Xue ... Shirui Pan Vincent S. Tseng Yu Zheng Lei Chen Hui Xiong AI4TS SyDa 174 125 0 16 Oct 2023
PELA: Learning Parameter-Efficient Models with Low-Rank Approximation Yangyang Guo Guangzhi Wang Mohan S. Kankanhalli 54 3 0 16 Oct 2023
ZoomTrack: Target-aware Non-uniform Resizing for Efficient Visual Tracking Yutong Kou Jin Gao Bing Li Gang Wang Weiming Hu Yizheng Wang Liang Li ViT 90 19 0 16 Oct 2023
Black-box Targeted Adversarial Attack on Segment Anything (SAM) Sheng Zheng Chaoning Zhang Xinhong Hao AAML 122 7 0 16 Oct 2023
Towards Unified and Effective Domain Generalization Yiyuan Zhang Kaixiong Gong Xiaohan Ding Kaipeng Zhang Fangrui Lv Kurt Keutzer Xiangyu Yue AI4CE OOD FedML 106 4 0 16 Oct 2023
Evaluating Robustness of Visual Representations for Object Assembly Task Requiring Spatio-Geometrical Reasoning Chahyon Ku Carl Winge Ryan Diaz Wentao Yuan Karthik Desingh 100 3 0 15 Oct 2023
Explore the Effect of Data Selection on Poison Efficiency in Backdoor Attacks Ziqiang Li Pengfei Xia Hong Sun Yueqi Zeng Wei Zhang Bin Li AAML 87 10 0 15 Oct 2023
An Unbiased Look at Datasets for Visuo-Motor Pre-Training Sudeep Dasari Mohan Kumar Srirama Unnat Jain Abhinav Gupta SSL 100 38 0 13 Oct 2023
Leveraging Image Augmentation for Object Manipulation: Towards Interpretable Controllability in Object-Centric Learning Jinwoo Kim Janghyuk Choi Jaehyun Kang Changyeon Lee Ho-Jin Choi Seon Joo Kim OCL 74 0 0 13 Oct 2023
Self supervised convolutional kernel based handcrafted feature harmonization: Enhanced left ventricle hypertension disease phenotyping on echocardiography Jina Lee Youngtaek Hong D. Jeong Yeonggul Jang Jaeik Jeon ... Taekgeun Jung Y. Yoon Inki Moon Seung-Ah Lee Hyuk-Jae Chang 35 1 0 13 Oct 2023
From CLIP to DINO: Visual Encoders Shout in Multi-modal Large Language Models Dongsheng Jiang Yuchen Liu Songlin Liu Jiné Zhao Hao Zhang Zhen Gao Xiaopeng Zhang Jin Li Hongkai Xiong MLLM VLM 84 39 0 13 Oct 2023
Distance-rank Aware Sequential Reward Learning for Inverse Reinforcement Learning with Sub-optimal Demonstrations Lu Li Yuxin Pan Ruobing Chen Jie Liu Zilin Wang Yu Liu Zhiheng Li 129 0 0 13 Oct 2023
Bucks for Buckets (B4B): Active Defenses Against Stealing Encoders Jan Dubiñski Stanislaw Pawlak Franziska Boenisch Tomasz Trzciñski Adam Dziedzic AAML 61 5 0 12 Oct 2023
X-Pose: Detecting Any Keypoints Jie Yang Ailing Zeng Ruimao Zhang Lei Zhang 106 7 0 12 Oct 2023
UniPAD: A Universal Pre-training Paradigm for Autonomous Driving Honghui Yang Sha Zhang Di Huang Xiaoyang Wu Haoyi Zhu ... Hengshuang Zhao Qibo Qiu Binbin Lin Xiaofei He Wanli Ouyang SSL 113 51 0 12 Oct 2023
STELLA: Continual Audio-Video Pre-training with Spatio-Temporal Localized Alignment Jaewoo Lee Jaehong Yoon Wonjae Kim Yunji Kim Sung Ju Hwang CLL 115 1 0 12 Oct 2023
Self-supervised visual learning for analyzing firearms trafficking activities on the Web Sotirios Konstantakos Despina Ioanna Chalkiadaki Ioannis Mademlis Adamantia Anna Rebolledo Chrysochoou Georgios Th. Papadopoulos 60 5 0 12 Oct 2023
PonderV2: Pave the Way for 3D Foundation Model with A Universal Pre-training Paradigm Haoyi Zhu Honghui Yang Xiaoyang Wu Di Huang Sha Zhang ... Hengshuang Zhao Chunhua Shen Yu Qiao Tong He Wanli Ouyang SSL 216 47 0 12 Oct 2023
What Matters to You? Towards Visual Representation Alignment for Robot Learning Ran Tian Chenfeng Xu Masayoshi Tomizuka Jitendra Malik Andrea V. Bajcsy 78 10 0 11 Oct 2023
CrIBo: Self-Supervised Learning via Cross-Image Object-Level Bootstrapping Tim Lebailly Thomas Stegmüller Behzad Bozorgtabar Jean-Philippe Thiran Tinne Tuytelaars SSL 127 8 0 11 Oct 2023
Self-supervised Representation Learning From Random Data Projectors Yi Sui Tongzi Wu Jesse C. Cresswell Ga Wu George Stein Xiao Shi Huang Xiaochen Zhang Anthony L. Caterini 98 11 0 11 Oct 2023
VeCLIP: Improving CLIP Training via Visual-enriched Captions Zhengfeng Lai Haotian Zhang Bowen Zhang Wentao Wu Haoping Bai ... Zhe Gan Jiulong Shan Chen-Nee Chuah Yinfei Yang Meng Cao CLIP VLM 112 31 0 11 Oct 2023
Survey on Imbalanced Data, Representation Learning and SEP Forecasting Josias Moukpe AI4TS 112 0 0 11 Oct 2023
A Discrepancy Aware Framework for Robust Anomaly Detection Yuxuan Cai Dingkang Liang Dongliang Luo Xinwei He Xin Yang Xiang Bai AAML UQCV 166 19 0 11 Oct 2023
Does resistance to style-transfer equal Global Shape Bias? Measuring network sensitivity to global shape configuration Ziqi Wen Tianqin Li Zhi Jing Tai Sing Lee OOD 59 0 0 11 Oct 2023