Masked Autoencoders Are Scalable Vision Learners

11 November 2021

Piotr Dollár

Papers citing "Masked Autoencoders Are Scalable Vision Learners"

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Title
Harnessing Vision Models for Time Series Analysis: A Survey Jingchao Ni Ziming Zhao ChengAo Shen Hanghang Tong Dongjin Song Wei Cheng Dongsheng Luo Haifeng Chen AI4TS 79 1 0 13 Feb 2025
E-MD3C: Taming Masked Diffusion Transformers for Efficient Zero-Shot Object Customization T. Pham Zhang Kang Ji Woo Hong Xuran Zheng Chang D. Yoo 82 0 0 13 Feb 2025
Matrix3D: Large Photogrammetry Model All-in-One Yuanxun Lu Jingyang Zhang Tian Fang Jean-Daniel Nahmias Yanghai Tsin Long Quan Xun Cao Yao Yao Shiwei Li 122 4 0 11 Feb 2025
ADMN: A Layer-Wise Adaptive Multimodal Network for Dynamic Input Noise and Compute Resources Jason Wu Kang Yang Lance M. Kaplan Mani B. Srivastava 36 0 0 11 Feb 2025
From Pixels to Components: Eigenvector Masking for Visual Representation Learning Alice Bizeul Thomas M. Sutter Alain Ryser Bernhard Schölkopf Julius von Kügelgen Julia E. Vogt 88 1 0 10 Feb 2025
Multi-Level Decoupled Relational Distillation for Heterogeneous Architectures Yaoxin Yang Peng Ye Weihao Lin Kangcong Li Yan Wen Jia Hao Tao Chen 38 0 0 10 Feb 2025
Understanding Representation Dynamics of Diffusion Models via Low-Dimensional Modeling Xiao Li Zekai Zhang Xiang Li Siyi Chen Zhihui Zhu Peng Wang Qing Qu DiffM 51 0 0 09 Feb 2025
Knowledge is Power: Harnessing Large Language Models for Enhanced Cognitive Diagnosis Zhiang Dong Jingyuan Chen Fei Wu AI4Ed 74 1 0 08 Feb 2025
Efficient Reinforcement Learning Through Adaptively Pretrained Visual Encoder Yuhan Zhang Guoqing Ma Guangfu Hao Liangxuan Guo Yang Chen S. Yu OnRL 74 0 0 08 Feb 2025
A Novel Convolutional-Free Method for 3D Medical Imaging Segmentation Canxuan Gang MedIm ViT 56 0 0 08 Feb 2025
SEER: Self-Explainability Enhancement of Large Language Models' Representations Guanxu Chen Dongrui Liu Tao Luo Jing Shao LRM MILM 67 1 0 07 Feb 2025
Detecting Content Rating Violations in Android Applications: A Vision-Language Approach Dishanika Denipitiyage B. Silva Suranga Seneviratne A. Seneviratne Sanjay Chawla 48 0 0 07 Feb 2025
Scaling Laws in Patchification: An Image Is Worth 50,176 Tokens And More Feng Wang Yaodong Yu Guoyizhe Wei Wei Shao Yuyin Zhou Alan Yuille Cihang Xie ViT 99 4 0 06 Feb 2025
Boosting Knowledge Graph-based Recommendations through Confidence-Aware Augmentation with Large Language Models Rui Cai Chao Wang Qianyi Cai Dazhong Shen Hui Xiong RALM 85 0 0 06 Feb 2025
ZISVFM: Zero-Shot Object Instance Segmentation in Indoor Robotic Environments with Vision Foundation Models Ying Zhang Maoliang Yin Wenfu Bi Haibao Yan Shaohan Bian Cui-Hua Zhang C. Hua 81 2 0 05 Feb 2025
UNIP: Rethinking Pre-trained Attention Patterns for Infrared Semantic Segmentation Tao Zhang Jinyong Wen Zhen Chen Kun Ding S. Xiang Chunhong Pan 72 1 0 04 Feb 2025
BRIDLE: Generalized Self-supervised Learning with Quantization Hoang M. Nguyen Satya Narayan Shukla Qiang Zhang Hanchao Yu Sreya D. Roy Taipeng Tian Lingjiong Zhu Yuchen Liu SSL MQ 82 0 0 04 Feb 2025
Particle Trajectory Representation Learning with Masked Point Modeling Sam Young Yeon-jae Jwa Kazuhiro Terao 3DPC 69 1 0 04 Feb 2025
ConceptVAE: Self-Supervised Fine-Grained Concept Disentanglement from 2D Echocardiographies C. Ciușdel Alex Serban Tiziano Passerini CoGe 74 1 0 03 Feb 2025
Self-Prompt SAM: Medical Image Segmentation via Automatic Prompt SAM Adaptation Bin Xie Hao Tang Dawen Cai Yan Yan Gady Agam MedIm VLM 64 1 0 02 Feb 2025
A Survey on Class-Agnostic Counting: Advancements from Reference-Based to Open-World Text-Guided Approaches Luca Ciampi Ali Azmoudeh Elif Ecem Akbaba Erdi Sarıtaş Ziya Ata Yazıcı H. K. Ekenel Giuseppe Amato Fabrizio Falchi 102 0 0 31 Jan 2025
Learning Priors of Human Motion With Vision Transformers Placido Falqueto Alberto Sanfeliu Luigi Palopoli Daniele Fontanelli ViT 153 0 0 30 Jan 2025
Snapshot Compressed Imaging Based Single-Measurement Computer Vision for Videos Fengpu Pan Jiangtao Wen Yuxing Han 31 1 0 28 Jan 2025
Audio-Language Models for Audio-Centric Tasks: A survey Yi Su Jisheng Bai Qisheng Xu Kele Xu Yong Dou AuLLM 99 2 0 28 Jan 2025
Multi-View Factorizing and Disentangling: A Novel Framework for Incomplete Multi-View Multi-Label Classification Wulin Xie Lian Zhao Jiang Long Xiaohuan Lu Bingyan Nie 47 0 0 28 Jan 2025
BIOSCAN-5M: A Multimodal Dataset for Insect Biodiversity Zahra Gharaee Scott C. Lowe ZeMing Gong Pablo Millán Arias Nicholas Pellegrino ... Lila Kari Dirk Steinke Graham W. Taylor Paul Fieguth Angel X. Chang 56 7 0 28 Jan 2025
Color Flow Imaging Microscopy Improves Identification of Stress Sources of Protein Aggregates in Biopharmaceuticals Michaela Cohrs Shiwoo Koak Yejin Lee Yu Jin Sung W. D. Neve Hristo L. Svilenov Utku Ozbulak 43 0 0 28 Jan 2025
MambaTron: Efficient Cross-Modal Point Cloud Enhancement using Aggregate Selective State Space Modeling Sai Tarun Inaganti Gennady Petrenko Mamba 74 1 0 25 Jan 2025
DocTTT: Test-Time Training for Handwritten Document Recognition Using Meta-Auxiliary Learning Wenhao Gu Li Gu Ziqiang Wang Ching Yee Suen Yang Wang 53 0 0 22 Jan 2025
Slot-BERT: Self-supervised Object Discovery in Surgical Video Guiqiu Liao M. Jogan Marcel Hussing Kenta Nakahashi Kazuhiro Yasufuku Amin Madani Eric Eaton Daniel A. Hashimoto 141 0 0 21 Jan 2025
Taming Teacher Forcing for Masked Autoregressive Video Generation Deyu Zhou Quan Sun Yuang Peng Kun Yan Runpei Dong ... Zheng Ge Nan Duan Xiangyu Zhang L. Ni H. Shum VGen 54 6 0 21 Jan 2025
BlanketGen2-Fit3D: Synthetic Blanket Augmentation Towards Improving Real-World In-Bed Blanket Occluded Human Pose Estimation Tamás Karácsony João Carmona Joao Paulo Cunha 3DH 35 0 0 21 Jan 2025
Memory Storyboard: Leveraging Temporal Segmentation for Streaming Self-Supervised Learning from Egocentric Videos Yanlai Yang Mengye Ren 180 0 0 21 Jan 2025
ENTIRE: Learning-based Volume Rendering Time Prediction Zikai Yin Hamid Gadirov Jiri Kosinka Steffen Frey 3DH 36 0 0 21 Jan 2025
Unified 3D MRI Representations via Sequence-Invariant Contrastive Learning Liam Chalcroft Jenny Crinion Cathy J. Price John Ashburner 146 0 0 21 Jan 2025
Contrastive Masked Autoencoders for Character-Level Open-Set Writer Identification Xiaowei Jiang Wenhao Ma Yiqun Duan T. Do Chin-Teng Lin 36 0 0 21 Jan 2025
Modality Interactive Mixture-of-Experts for Fake News Detection Yifan Liu Y. Liu Zehan Li Ruichen Yao Yang Zhang Dong Wang MoE 36 0 0 21 Jan 2025
A generalizable 3D framework and model for self-supervised learning in medical imaging Tony Xu Sepehr Hosseini Chris Anderson Anthony Rinaldi Rahul G. Krishnan Anne L. Martel Maged Goubran MedIm 56 3 0 20 Jan 2025
How Well Do Supervised 3D Models Transfer to Medical Imaging Tasks? Wenxuan Li Alan L. Yuille Zongwei Zhou MedIm 46 8 0 20 Jan 2025
Enhancing SAR Object Detection with Self-Supervised Pre-training on Masked Auto-Encoders Xinyang Pu Feng Xu 39 0 0 20 Jan 2025
MetaNeRV: Meta Neural Representations for Videos with Spatial-Temporal Guidance Jialong Guo Ke Liu Jiangchao Yao Zhihua Wang Jiajun Bu Haishuai Wang AI4TS 46 1 0 20 Jan 2025
Enhancing Graph Self-Supervised Learning with Graph Interplay Xinjian Zhao Wei Pang Xiangru Jian Yaoyao Xu Chaolong Ying Tianshu Yu 53 0 0 17 Jan 2025
Few-Shot Adaptation of Training-Free Foundation Model for 3D Medical Image Segmentation Xingxin He Yifan Hu Zhaoye Zhou Mohamed Jarraya Fang Liu VLM MedIm 45 2 0 17 Jan 2025
SynthLight: Portrait Relighting with Diffusion Model by Learning to Re-render Synthetic Faces Sumit Chaturvedi Mengwei Ren Yannick Hold-Geoffroy Jingyuan Liu Julie Dorsey Zhixin Shu DiffM 66 0 0 17 Jan 2025
Enhancing Skin Disease Diagnosis: Interpretable Visual Concept Discovery with SAM Xin Hu Janet Wang Jihun Hamm R. Yotsu Zhengming Ding 100 0 0 17 Jan 2025
EarthView: A Large Scale Remote Sensing Dataset for Self-Supervision Diego A. Velázquez Pau Rodríguez López Sergio Alonso Josep M. Gonfaus Jordi Gonzalez Gerardo Richarte Javier Marin Yoshua Bengio Alexandre Lacoste 60 0 0 14 Jan 2025
Code and Pixels: Multi-Modal Contrastive Pre-training for Enhanced Tabular Data Analysis Kankana Roy Lars Krämer Sebastian Domaschke Malik Haris Roland Aydin Fabian Isensee Martin Held 48 0 0 13 Jan 2025
EdgeTAM: On-Device Track Anything Model Chong Zhou Chenchen Zhu Yunyang Xiong Saksham Suri Fanyi Xiao ... Raghuraman Krishnamoorthi Bo Dai Chen Change Loy Vikas Chandra Bilge Soran VLM 65 0 0 13 Jan 2025
RoboHorizon: An LLM-Assisted Multi-View World Model for Long-Horizon Robotic Manipulation Zixuan Chen Jing Huo Yangtao Chen Yang Gao 43 2 0 11 Jan 2025
AI-powered virtual tissues from spatial proteomics for clinical diagnostics and biomedical discovery Johann Wenckstern Eeshaan Jain Kiril Vasilev Matteo Pariset Andreas Wicki Gabriele Gut Charlotte Bunne 36 1 0 10 Jan 2025