Masked Autoencoders Are Scalable Vision Learners

11 November 2021

Piotr Dollár

Papers citing "Masked Autoencoders Are Scalable Vision Learners"

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Title
Adept: Annotation-Denoising Auxiliary Tasks with Discrete Cosine Transform Map and Keypoint for Human-Centric Pretraining Weizhen He Yunfeng Yan Shixiang Tang Yiheng Deng Yangyang Zhong Pengxin Luo Donglian Qi VLM 86 1 0 29 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
LR-IAD:Mask-Free Industrial Anomaly Detection with Logical Reasoning Peijian Zeng Feiyan Pang Zhanbo Wang Aimin Yang 71 0 0 28 Apr 2025
Towards Robust Multimodal Physiological Foundation Models: Handling Arbitrary Missing Modalities Xi Fu Wei-Bang Jiang Yi Ding Cuntai Guan 41 0 0 28 Apr 2025
Learning Streaming Video Representation via Multitask Training Yibin Yan Jilan Xu Shangzhe Di Yikun Liu Yudi Shi Qirui Chen Zeqian Li Yifei Huang Weidi Xie CLL 84 0 0 28 Apr 2025
CARL: Camera-Agnostic Representation Learning for Spectral Image Analysis Alexander Baumann Leonardo Ayala S. Jan Sellner Alexander Studier-Fischer Berkin Özdemir Lena Maier-Hein Slobodan Ilic 51 0 0 27 Apr 2025
HoloDx: Knowledge- and Data-Driven Multimodal Diagnosis of Alzheimer's Disease Qiuhui Chen Jintao Wang Gang Wang Yi Hong 47 0 0 27 Apr 2025
OpenFusion++: An Open-vocabulary Real-time Scene Understanding System Xiaofeng Jin Matteo Frosi Matteo Matteucci 113 0 0 27 Apr 2025
PyViT-FUSE: A Foundation Model for Multi-Sensor Earth Observation Data Manuel Weber Carly Beneke ViT 61 0 0 26 Apr 2025
RoboVerse: Towards a Unified Platform, Dataset and Benchmark for Scalable and Generalizable Robot Learning Haoran Geng Feishi Wang Songlin Wei Y. Li Bangjun Wang ... Hao Dong Siyuan Huang Yue Wang Jitendra Malik Pieter Abbeel 80 4 0 26 Apr 2025
What is the Added Value of UDA in the VFM Era? B. B. Englert Tommie Kerssies Gijs Dubbelman 39 0 0 25 Apr 2025
E-InMeMo: Enhanced Prompting for Visual In-Context Learning Jiahao Zhang Bowen Wang Hong Liu Liangzhi Li Yuta Nakashima Hajime Nagahara VLM 99 0 0 25 Apr 2025
A BERT-Style Self-Supervised Learning CNN for Disease Identification from Retinal Images Xin Li Wenhui Zhu Peijie Qiu Oana Dumitrascu Amal Youssef Y. Wang SSL MedIm 87 0 0 25 Apr 2025
SSL4Eco: A Global Seasonal Dataset for Geospatial Foundation Models in Ecology Elena Plekhanova Damien Robert Johannes Dollinger Emilia Arens Philipp Brun Jan Dirk Wegner Niklaus Zimmermann 19 0 0 25 Apr 2025
CIVIL: Causal and Intuitive Visual Imitation Learning Yinlong Dai Robert Ramirez Sanchez Ryan Jeronimus Shahabedin Sagheb Cara M. Nunez Heramb Nemlekar Dylan P. Losey 61 0 0 24 Apr 2025
Occlusion-Aware Self-Supervised Monocular Depth Estimation for Weak-Texture Endoscopic Images Zebo Huang Yinghui Wang MDE 28 0 0 24 Apr 2025
Fine-tune Smarter, Not Harder: Parameter-Efficient Fine-Tuning for Geospatial Foundation Models Francesc Marti Escofet Benedikt Blumenstiel L. Scheibenreif P. Fraccaro Konrad Schindler 41 0 0 24 Apr 2025
A Simple Review of EEG Foundation Models: Datasets, Advancements and Future Perspectives Junhong Lai Jiyu Wei Lin Yao Yueming Wang 38 0 0 24 Apr 2025
A Genealogy of Multi-Sensor Foundation Models in Remote Sensing Kevin Lane Morteza Karimzadeh 36 0 0 24 Apr 2025
Prompt-Tuning SAM: From Generalist to Specialist with only 2048 Parameters and 16 Training Images Tristan Piater Björn Barz Alexander Freytag VLM MedIm 55 0 0 23 Apr 2025
Federated EndoViT: Pretraining Vision Transformers via Federated Learning on Endoscopic Image Collections Max Kirchner Alexander C. Jenke S. Bodenstedt F. Kolbinger Oliver Saldanha Jakob N. Kather M. Wagner Stefanie Speidel FedML MedIm 62 0 0 23 Apr 2025
MTSGL: Multi-Task Structure Guided Learning for Robust and Interpretable SAR Aircraft Recognition Qishan He Lingjun Zhao Ru Luo Siqian Zhang Lin Lei Kefeng Ji Gangyao Kuang 22 0 0 23 Apr 2025
$$π_{0.5}$: a Vision-Language-Action Model with Open-World Generalization$ $π_{0.5}$ : a Vision-Language-Action Model with Open-World Generalization Physical Intelligence Kevin Black Noah Brown James Darpinian Karan Dhabalia ... Homer Walke Anna Walling Haohuan Wang Lili Yu Ury Zhilinsky LM&Ro VLM 31 10 0 22 Apr 2025
SparseJEPA: Sparse Representation Learning of Joint Embedding Predictive Architectures Max Hartman L. Varshney 22 0 0 22 Apr 2025
ForesightNav: Learning Scene Imagination for Efficient Exploration Hardik Shah Jiaxu Xing Nico Messikommer Boyang Sun Marc Pollefeys Davide Scaramuzza 67 0 0 22 Apr 2025
PointLoRA: Low-Rank Adaptation with Token Selection for Point Cloud Learning Song Wang Xiaolu Liu Lingdong Kong Jianyun Xu Chunyong Hu Gongfan Fang Wentong Li Jianke Zhu Xinchao Wang 22 0 0 22 Apr 2025
Boosting Generative Image Modeling via Joint Image-Feature Synthesis Theodoros Kouzelis Efstathios Karypidis Ioannis Kakogeorgiou Spyros Gidaris N. Komodakis DiffM 26 0 0 22 Apr 2025
OmniSage: Large Scale, Multi-Entity Heterogeneous Graph Representation Learning Anirudhan Badrinath Alex Yang Kousik Rajesh Prabhat Agarwal Jaewon Yang Haoyu Chen Jiajing Xu Charles R. Rosenberg AI4TS 27 0 0 22 Apr 2025
Multimodal Perception for Goal-oriented Navigation: A Survey I-Tak Ieong Hao Tang LM&Ro LRM 29 0 0 22 Apr 2025
Can We Ignore Labels In Out of Distribution Detection? Hong Yang Qi Yu Travis Desel OODD 36 0 0 20 Apr 2025
SUDO: Enhancing Text-to-Image Diffusion Models with Self-Supervised Direct Preference Optimization Liang Peng Boxi Wu Haoran Cheng Yibo Zhao Xiaofei He 29 0 0 20 Apr 2025
Exploring Generalizable Pre-training for Real-world Change Detection via Geometric Estimation Yitao Zhao Sen Lei Nanqing Liu Heng Li Turgay Celik Qing Zhu 24 0 0 19 Apr 2025
Locate 3D: Real-World Object Localization via Self-Supervised Learning in 3D Sergio Arnaud Paul Mcvay Ada Martin Arjun Majumdar Krishna Murthy Jatavallabhula ... Nicolas Ballas Mido Assran Oleksandr Maksymets Aravind Rajeswaran Franziska Meier 3DPC 41 0 0 19 Apr 2025
DAM-Net: Domain Adaptation Network with Micro-Labeled Fine-Tuning for Change Detection H. Chen Xin Xu Fangling Pu 28 0 0 18 Apr 2025
BeetleVerse: A study on taxonomic classification of ground beetles S M Rayeed Alyson East Samuel Stevens Sydne Record Charles V. Stewart 21 0 0 18 Apr 2025
6G WavesFM: A Foundation Model for Sensing, Communication, and Localization Ahmed Aboulfotouh E. Mohammed Hatem Abou-Zeid 24 0 0 18 Apr 2025
CheXWorld: Exploring Image World Modeling for Radiograph Representation Learning Yang Yue Yulin Wang Chenxin Tao Pan Liu Shiji Song Gao Huang MedIm 24 0 0 18 Apr 2025
CM3AE: A Unified RGB Frame and Event-Voxel/-Frame Pre-training Framework Wentao Wu X. Wang Chenglong Li Bo Jiang Jin Tang Bin Luo Qi Liu 29 0 0 17 Apr 2025
PSG-MAE: Robust Multitask Sleep Event Monitoring using Multichannel PSG Reconstruction and Inter-channel Contrastive Learning Yifei Wang Qi Liu Fuli Min Honghao Wang 17 0 0 17 Apr 2025
SAR Object Detection with Self-Supervised Pretraining and Curriculum-Aware Sampling Yasin Almalioglu Andrzej Kucik Geoffrey French Dafni Antotsiou Alexander Adam Cedric Archambeau 21 0 0 17 Apr 2025
Perception Encoder: The best visual embeddings are not at the output of the network Daniel Bolya Po-Yao (Bernie) Huang Peize Sun Jang Hyun Cho Andrea Madotto ... Shiyu Dong Nikhila Ravi Daniel Li Piotr Dollár Christoph Feichtenhofer ObjD VOS 103 0 0 17 Apr 2025
Can Masked Autoencoders Also Listen to Birds? Lukas Rauch Ilyass Moummad René Heinrich Alexis Joly Bernhard Sick Christoph Scholz 27 0 0 17 Apr 2025
Towards Cardiac MRI Foundation Models: Comprehensive Visual-Tabular Representations for Whole-Heart Assessment and Beyond Yundi Zhang Paul Hager Che Liu Suprosanna Shit C. L. P. Chen Daniel Rueckert Jiazhen Pan 40 0 0 17 Apr 2025
EchoWorld: Learning Motion-Aware World Models for Echocardiography Probe Guidance Yang Yue Yulin Wang Haojun Jiang Pan Liu S. Song Gao Huang VGen 27 0 0 17 Apr 2025
LIFT+: Lightweight Fine-Tuning for Long-Tail Learning Jiang-Xin Shi Tong Wei Yu-Feng Li 25 0 0 17 Apr 2025
Self-Supervised Pre-training with Combined Datasets for 3D Perception in Autonomous Driving Shumin Wang Zhuoran Yang L. Wang Zhipeng Tang Heng Li Lehan Pan Sha Zhang Jie Peng J. Ji Y. Zhang 3DPC 41 0 0 17 Apr 2025
AnomalyR1: A GRPO-based End-to-end MLLM for Industrial Anomaly Detection Yuhao Chao Jie Liu J. Tang Gangshan Wu 25 1 0 16 Apr 2025
Generative Recommendation with Continuous-Token Diffusion Haohao Qu Wenqi Fan Shanru Lin DiffM 84 0 0 16 Apr 2025
SIDME: Self-supervised Image Demoiréing via Masked Encoder-Decoder Reconstruction Xia Wang Haiyang Sun Tiantian Cao Yueying Sun Min Feng DiffM 37 0 0 16 Apr 2025
A Complex-valued SAR Foundation Model Based on Physically Inspired Representation Learning M. D. Wang Hanbo Bi Yingchao Feng Linlin Xin Shuo Gong Tianqi Wang Zhiyuan Yan Peijin Wang Wenhui Diao Xian Sun 29 0 0 16 Apr 2025