Masked Autoencoders Are Scalable Vision Learners

11 November 2021

Piotr Dollár

Papers citing "Masked Autoencoders Are Scalable Vision Learners"

50 / 4,611 papers shown

Title
A Unified and Scalable Membership Inference Method for Visual Self-supervised Encoder via Part-aware Capability Jie Zhu Jirong Zha Ding Li Leye Wang 17 0 0 15 May 2025
EmbodiedMAE: A Unified 3D Multi-Modal Representation for Robot Manipulation Zibin Dong Fei Ni Yifu Yuan Yinchuan Li Jianye Hao 15 0 0 15 May 2025
Recent Advances in Medical Imaging Segmentation: A Survey Fares Bougourzi Abdenour Hadid OOD 36 0 0 14 May 2025
BioVFM-21M: Benchmarking and Scaling Self-Supervised Vision Foundation Models for Biomedical Image Analysis Jiarun Liu Hong-Yu Zhou Weijian Huang Hao Yang Dongning Song Tao Tan Yong Liang Shanshan Wang MedIm 18 0 0 14 May 2025
A Multi-Task Foundation Model for Wireless Channel Representation Using Contrastive and Masked Autoencoder Learning Berkay Guler Giovanni Geraci Hamid Jafarkhani 24 0 0 14 May 2025
Few-shot Novel Category Discovery Chunming Li Shidong Wang Haofeng Zhang 26 0 0 13 May 2025
Reinforcement Learning meets Masked Video Modeling : Trajectory-Guided Adaptive Token Selection Ayush Rai Kyle Min Tarun Krishna Feiyan Hu A. Smeaton Noel E. O'Connor VGen 19 0 0 13 May 2025
VIViT: Variable-Input Vision Transformer Framework for 3D MR Image Segmentation B. K. Das Ajay Singh Gengyan Zhao Han Liu Thomas J. Re D. Comaniciu Eli Gibson Andreas K. Maier ViT MedIm 21 0 0 13 May 2025
An integrated language-vision foundation model for conversational diagnostics and triaging in primary eye care Z. Soh Yang Bai Kai Yu Yang Zhou Xiaofeng Lei ... J. Jonas T. Y. Wong Rick Siow Mong Goh Yong Liu Ching-Yu Cheng 23 0 0 13 May 2025
TiMo: Spatiotemporal Foundation Model for Satellite Image Time Series Xiaolei Qin Di Wang J. Zhang Fengxiang Wang Xin Su Bo Du Liangpei Zhang AI4TS 16 0 0 13 May 2025
Vision Foundation Model Embedding-Based Semantic Anomaly Detection M. Ronecker Matthew Foutter Amine Elhafsi Daniele Gammelli Ihor Barakaiev Marco Pavone Daniel Watzenig 24 0 0 12 May 2025
Sleep Position Classification using Transfer Learning for Bed-based Pressure Sensors Olivier Papillon Rafik Goubran James Green Julien Larivière-Chartier Caitlin Higginson Frank Knoefel Rébecca Robillard 19 0 0 12 May 2025
ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning Hongyin Zhang Zifeng Zhuang H. Zhao Pengxiang Ding Hongchao Lu Donglin Wang OffRL 41 0 0 12 May 2025
Towards Artificial General or Personalized Intelligence? A Survey on Foundation Models for Personalized Federated Intelligence Yu Qiao Huy Q. Le Avi Deb Raha Phuong-Nam Tran Apurba Adhikary Mengchun Zhang Loc X. Nguyen Eui-nam Huh Dusit Niyato C. Hong AI4CE 28 0 0 11 May 2025
Joint Low-level and High-level Textual Representation Learning with Multiple Masking Strategies Zhengmi Tang Yuto Mitsui Tomo Miyazaki S. Omachi 31 0 0 11 May 2025
SimMIL: A Universal Weakly Supervised Pre-Training Framework for Multi-Instance Learning in Whole Slide Pathology Images Yicheng Song Tiancheng Lin Die Peng Su Yang Yi Xu MedIm 28 0 0 10 May 2025
Causal Prompt Calibration Guided Segment Anything Model for Open-Vocabulary Multi-Entity Segmentation Jingyao Wang Jianqi Zhang Wenwen Qiang Changwen Zheng VLM 32 0 0 10 May 2025
HyperspectralMAE: The Hyperspectral Imagery Classification Model using Fourier-Encoded Dual-Branch Masked Autoencoder Wooyoung Jeong Hyun Jae Park Seonghun Jeong Jong Wook Jang Tae Hoon Lim Dae Seoung Kim 29 0 0 09 May 2025
Adapting a Segmentation Foundation Model for Medical Image Classification Pengfei Gu Haoteng Tang Islam A. Ebeid Jose Angel Nuñez Fabian Vazquez Diego Adame Marcus Zhan Huimin Li Bin Fu D. Z. Chen MedIm VLM 36 0 0 09 May 2025
Hybrid Learning: A Novel Combination of Self-Supervised and Supervised Learning for MRI Reconstruction without High-Quality Training Reference Haoyang Pei Ding Xia Xiang Xu William Moore Yao Wang Hersh Chandarana Li Feng 29 0 0 09 May 2025
Towards a Unified Representation Evaluation Framework Beyond Downstream Tasks Christos Plachouras Julien Guinot George Fazekas Elio Quinton Emmanouil Benetos Johan Pauwels 90 1 0 09 May 2025
Automated Learning of Semantic Embedding Representations for Diffusion Models Limai Jiang Yunpeng Cai DiffM 23 0 0 09 May 2025
EAM: Enhancing Anything with Diffusion Transformers for Blind Super-Resolution Haizhen Xie Kunpeng Du Qiangyu Yan Sen Lu Jianhong Han Hanting Chen Hailin Hu Jie Hu 48 0 0 08 May 2025
The Moon's Many Faces: A Single Unified Transformer for Multimodal Lunar Reconstruction Tom Sander Moritz Tenthoff Kay Wohlfarth Christian Wöhler 29 0 0 08 May 2025
OWT: A Foundational Organ-Wise Tokenization Framework for Medical Imaging Sifan Song Siyeop Yoon Pengfei Jin Sekeun Kim Matthew Tivnan ... Zhiliang Lyu Dufan Wu Ning Guo Xiang Li Quanzheng Li OOD ViT 61 0 0 08 May 2025
ReactDance: Progressive-Granular Representation for Long-Term Coherent Reactive Dance Generation Jingzhong Lin Yuanyuan Qi Xinru Li Wenxuan Huang Xiangfeng Xu Bangyan Li Xuejiao Wang Gaoqi He 29 0 0 08 May 2025
Merging and Disentangling Views in Visual Reinforcement Learning for Robotic Manipulation Abdulaziz Almuzairee Rohan Patil Dwait Bhatt Henrik I. Christensen 29 0 0 07 May 2025
ORXE: Orchestrating Experts for Dynamically Configurable Efficiency Qingyuan Wang Guoxin Wang B. Cardiff Deepu John 33 0 0 07 May 2025
HMAE: Self-Supervised Few-Shot Learning for Quantum Spin Systems Ibne Farabi Shihab Sanjeda Akter Anuj Sharma 29 0 0 06 May 2025
Phenotype-Guided Generative Model for High-Fidelity Cardiac MRI Synthesis: Advancing Pretraining and Clinical Applications Z. Li Yujian Hu Zhengyao Ding Yiheng Mao H. Li Fan Yi Hongkun Zhang Zhengxing Huang MedIm 33 1 0 06 May 2025
seq-JEPA: Autoregressive Predictive Learning of Invariant-Equivariant World Models Hafez Ghaemi Eilif Muller Shahab Bakhtiari 44 0 0 06 May 2025
Towards Efficient Benchmarking of Foundation Models in Remote Sensing: A Capabilities Encoding Approach Pierre Adorni M. Pham Stéphane May Sébastien Lefèvre 39 0 0 06 May 2025
Dual-Domain Masked Image Modeling: A Self-Supervised Pretraining Strategy Using Spatial and Frequency Domain Masking for Hyperspectral Data Shaheer Mohamed Tharindu Fernando S. Sridharan Peyman Moghadam Clinton Fookes 31 0 0 06 May 2025
No Other Representation Component Is Needed: Diffusion Transformers Can Provide Representation Guidance by Themselves D. Jiang Mengmeng Wang Liuzhuozheng Li Lei Zhang Haoyu Wang Wei Wei Guang Dai Yanning Zhang Jingdong Wang DiffM 46 0 0 05 May 2025
Always Skip Attention Yiping Ji Hemanth Saratchandran Peyman Moghaddam Simon Lucey 107 0 0 04 May 2025
Self-Supervision Enhances Instance-based Multiple Instance Learning Methods in Digital Pathology: A Benchmark Study Ali Mammadov Loic Le Folgoc Julien Adam Anne Buronfosse Gilles Hayem Guillaume Hocquet Pietro Gori SSL 40 0 0 02 May 2025
ViSA-Flow: Accelerating Robot Skill Learning via Large-Scale Video Semantic Action Flow Changhe Chen Quantao Yang Xiaohao Xu Nima Fazeli Olov Andersson 24 0 0 02 May 2025
Contextures: Representations from Contexts Runtian Zhai Kai Yang Che-Ping Tsai Burak Varici Zico Kolter Pradeep Ravikumar 92 0 0 02 May 2025
A Sensor Agnostic Domain Generalization Framework for Leveraging Geospatial Foundation Models: Enhancing Semantic Segmentation viaSynergistic Pseudo-Labeling and Generative Learning Anan Yaghmour Melba M. Crawford Saurabh Prasad 24 0 0 02 May 2025
Enhancing User Sequence Modeling through Barlow Twins-based Self-Supervised Learning Yuhan Liu Lin Ning Neo Wu Karan Singhal Philip Mansfield D. Berlowitz Sushant Prakash Bradley Green SSL 49 0 0 02 May 2025
SpatialLLM: A Compound 3D-Informed Design towards Spatially-Intelligent Large Multimodal Models Wufei Ma Luoxin Ye Nessa McWeeney Celso M de Melo A. Yuille Jieneng Chen LRM 57 1 0 01 May 2025
Multimodal Masked Autoencoder Pre-training for 3D MRI-Based Brain Tumor Analysis with Missing Modalities Lucas Robinet Ahmad Berjaoui Elizabeth Cohen-Jonathan Moyal 23 0 0 01 May 2025
Protocol-agnostic and Data-free Backdoor Attacks on Pre-trained Models in RF Fingerprinting Tianya Zhao Ningning Wang Junqing Zhang Xuyu Wang AAML 43 0 0 01 May 2025
Vision Mamba in Remote Sensing: A Comprehensive Survey of Techniques, Applications and Outlook Muyi Bao Shuchang Lyu Zhaoyang Xu Huiyu Zhou Jinchang Ren Shiming Xiang X. Li Guangliang Cheng Mamba 72 0 0 01 May 2025
AdCare-VLM: Leveraging Large Vision Language Model (LVLM) to Monitor Long-Term Medication Adherence and Care Md Asaduzzaman Jabin Hanqi Jiang Y. Li Patrick Kaggwa Eugene Douglass Juliet N. Sekandi Tianming Liu LM&MA 71 0 0 01 May 2025
Embracing Collaboration Over Competition: Condensing Multiple Prompts for Visual In-Context Learning J. Wang Tianci Luo Yaohua Zha Yan Feng Ruisheng Luo B. Chen Tao Dai Long Chen Yaowei Wang Shu-Tao Xia VLM 50 0 0 30 Apr 2025
RoboGround: Robotic Manipulation with Grounded Vision-Language Priors Haifeng Huang Xinyi Chen Y. Chen H. Li Xiaoshen Han Z. Wang Tai Wang Jiangmiao Pang Zhou Zhao LM&Ro 75 0 0 30 Apr 2025
Wireless Communication as an Information Sensor for Multi-agent Cooperative Perception: A Survey Zhiying Song Tenghui Xie Fuxi Wen Jun Li 38 0 0 30 Apr 2025
Insulin Resistance Prediction From Wearables and Routine Blood Biomarkers Ahmed A. Metwally A. Heydari Daniel J. McDuff Alexandru Solot Zeinab Esmaeilpour ... David B. Savage C. Heneghan Shwetak N. Patel Cathy Speed Javier L. Prieto 24 1 0 30 Apr 2025
GarmentX: Autoregressive Parametric Representations for High-Fidelity 3D Garment Generation Jingfeng Guo J. Chen Weikai Chen Zhenyu Sun Lanjiong Li Baozhu Zhao Lingting Zhu X. Wang Qi Liu 3DH 80 0 0 29 Apr 2025