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
Iterative Prompt Relocation for Distribution-Adaptive Visual Prompt Tuning Chikai Shang Mengke Li Yiqun Zhang Zhen Chen Jinlin Wu Fangqing Gu Yang Lu Yiu-ming Cheung VLM 71 0 0 10 Mar 2025
Effective and Efficient Masked Image Generation Models Zebin You Jingyang Ou Xiaolu Zhang Jun Hu Jun Zhou Chongxuan Li DiffM VLM 54 1 0 10 Mar 2025
V2Flow: Unifying Visual Tokenization and Large Language Model Vocabularies for Autoregressive Image Generation Guiwei Zhang Tianyu Zhang Mohan Zhou Yalong Bai Biye Li 59 0 0 10 Mar 2025
MIRAM: Masked Image Reconstruction Across Multiple Scales for Breast Lesion Risk Prediction H. Q. Vo Pengyu Yuan Zheng Yin Kelvin K. Wong Chika F. Ezeana S. Ly Stephen T. C. Wong H. Nguyen 39 0 0 10 Mar 2025
Keeping Representation Similarity in Finetuning for Medical Image Analysis Wenqiang Zu Shenghao Xie Hao Chen Yiming Liang Lei Ma MedIm OOD 43 0 0 10 Mar 2025
OmniSAM: Omnidirectional Segment Anything Model for UDA in Panoramic Semantic Segmentation Ding Zhong Xu Zheng Chenfei Liao Yuanhuiyi Lyu Jialei Chen Shengyang Wu Linfeng Zhang Xuming Hu VLM 53 4 0 10 Mar 2025
What's in a Latent? Leveraging Diffusion Latent Space for Domain Generalization Xavier Thomas Deepti Ghadiyaram DiffM 87 0 0 09 Mar 2025
M $^3$ amba: CLIP-driven Mamba Model for Multi-modal Remote Sensing Classification Mingxiang Cao Weiying Xie Xin Zhang Jiaqing Zhang Kai Jiang Jie Lei Yunsong Li Mamba 44 0 0 09 Mar 2025
MultiCo3D: Multi-Label Voxel Contrast for One-Shot Incremental Segmentation of 3D Neuroimages Hao Xu Tengfei Xue Dongnan Liu Yuqian Chen Fan Zhang C. Westin Ron Kikinis L. O’Donnell Weidong Cai 41 0 0 09 Mar 2025
CLICv2: Image Complexity Representation via Content Invariance Contrastive Learning Shipeng Liu Liang Zhao Dengfeng Chen SSL 96 0 0 09 Mar 2025
SDTrack: A Baseline for Event-based Tracking via Spiking Neural Networks Yimeng Shan Zhenbang Ren Haodi Wu Wenjie Wei Rui-jie Zhu ... Jason Eshraghian Haicheng Qu J. Zhang Malu Zhang Y. Yang 42 0 0 09 Mar 2025
Pathology-Guided AI System for Accurate Segmentation and Diagnosis of Cervical Spondylosis Qi Zhang Xiuyuan Chen Ziyi He Lianming Wu Kun Wang Jianqi Sun Hongxing Shen 51 0 0 08 Mar 2025
Segment Anything, Even Occluded Wei-En Tai Yu-Lin Shih Cheng Sun Y. Wang Hwann-Tzong Chen VLM 62 0 0 08 Mar 2025
Dynamically evolving segment anything model with continuous learning for medical image segmentation Zhaori Liu Mengyang Li Hu Han Enli Zhang Shiguang Shan Zhiming Zhao VLM 57 0 0 08 Mar 2025
Exploring Interpretability for Visual Prompt Tuning with Hierarchical Concepts Yubin Wang Xinyang Jiang De Cheng Xiangqian Zhao Zilong Wang Dongsheng Li Cairong Zhao VLM 67 0 0 08 Mar 2025
USP: Unified Self-Supervised Pretraining for Image Generation and Understanding Xiangxiang Chu Renda Li Yong Wang 60 0 0 08 Mar 2025
WeakMedSAM: Weakly-Supervised Medical Image Segmentation via SAM with Sub-Class Exploration and Prompt Affinity Mining Haoran Wang Lian Huai Wenbin Li Lei Qi Xingqun Jiang Yinghuan Shi MedIm 61 2 0 06 Mar 2025
A Generalist Cross-Domain Molecular Learning Framework for Structure-Based Drug Discovery Yiheng Zhu Mingyang Li Junlong Liu Kun Fu J. Wu Q. Li Mingze Yin Jieping Ye Jian Wu Z. Wang 60 0 0 06 Mar 2025
Partial Convolution Meets Visual Attention Haiduo Huang Fuwei Yang D. Li Ji Liu Lu Tian Jinzhang Peng Pengju Ren E. Barsoum 3DH 151 0 0 05 Mar 2025
Self is the Best Learner: CT-free Ultra-Low-Dose PET Organ Segmentation via Collaborating Denoising and Segmentation Learning Zanting Ye Xiaolong Niu Xuanbin Wu Wantong Lu Lijun Lu 46 0 0 05 Mar 2025
A Survey of Foundation Models for Environmental Science Runlong Yu Shengyu Chen Yiqun Xie X. Jia AI4CE 59 1 0 05 Mar 2025
COARSE: Collaborative Pseudo-Labeling with Coarse Real Labels for Off-Road Semantic Segmentation Aurelio Noca Xianmei Lei Jonathan Becktor J. Edlund Anna Sabel Patrick Spieler Curtis Padgett Alexandre Alahi Deegan Atha 50 0 0 05 Mar 2025
Undertrained Image Reconstruction for Realistic Degradation in Blind Image Super-Resolution Ru Ito Supatta Viriyavisuthisakul K. Kawamoto Hiroshi Kera 71 0 0 04 Mar 2025
Beyond Cosine Decay: On the effectiveness of Infinite Learning Rate Schedule for Continual Pre-training Paul Janson Vaibhav Singh Paria Mehrbod Adam Ibrahim Irina Rish Eugene Belilovsky Benjamin Thérien CLL 73 0 0 04 Mar 2025
TS-CGNet: Temporal-Spatial Fusion Meets Centerline-Guided Diffusion for BEV Mapping Xinying Hong Siyu Li Kang Zeng Hao-miao Shi Bomin Peng Kailun Yang Z. Li 57 0 0 04 Mar 2025
GRADEO: Towards Human-Like Evaluation for Text-to-Video Generation via Multi-Step Reasoning Zhun Mou Bin Xia Zhengchao Huang Wenming Yang Jiaya Jia VGen ELM LRM 63 0 0 04 Mar 2025
Developing a PET/CT Foundation Model for Cross-Modal Anatomical and Functional Imaging Y. Oh Robert Seifert Yihan Cao Christoph Clement Justin Ferdinandus ... X. Li P. Heidari Axel Rominger Kuangyu Shi Quanzheng Li ViT MedIm 36 0 0 04 Mar 2025
Boltzmann Attention Sampling for Image Analysis with Small Objects Theodore Zhao Sid Kiblawi Naoto Usuyama Ho Hin Lee Sam Preston Hoifung Poon Mu-Hsin Wei MedIm 71 0 0 04 Mar 2025
SAR-W-MixMAE: SAR Foundation Model Training Using Backscatter Power Weighting Ali Caglayan Nevrez Imamoglu T. Kouyama 65 0 0 03 Mar 2025
Enhancing Retinal Vessel Segmentation Generalization via Layout-Aware Generative Modelling Jonathan Fhima Jan Van Eijgen Lennert Beeckmans Thomas Jacobs Moti Freiman Luis Filipe Nakayama Ingeborg Stalmans Chaim Baskin Joachim A. Behar MedIm 60 0 0 03 Mar 2025
Generalized Diffusion Detector: Mining Robust Features from Diffusion Models for Domain-Generalized Detection Boyong He Yuxiang Ji Qianwen Ye Zhuoyue Tan Liaoni Wu DiffM 58 0 0 03 Mar 2025
A General Purpose Spectral Foundational Model for Both Proximal and Remote Sensing Spectral Imaging William Michael Laprade Jesper Cairo Westergaard Svend Christensen Mads Nielsen Anders Bjorholm Dahl 63 0 0 03 Mar 2025
Lossy Neural Compression for Geospatial Analytics: A Review Carlos Gomes Isabelle Wittmann Damien Robert Johannes Jakubik Tim Reichelt ... Romeo Kienzler Rania Briq Sabrina Benassou Michele Lazzarini C. Albrecht 88 2 0 03 Mar 2025
EasyCraft: A Robust and Efficient Framework for Automatic Avatar Crafting Suzhen Wang Weijie Chen Wei Zhang Minda Zhao Lincheng Li Rongsheng Zhang Z. Hu Xin Yu 63 1 0 03 Mar 2025
Primus: Enforcing Attention Usage for 3D Medical Image Segmentation Tassilo Wald Saikat Roy Fabian Isensee Constantin Ulrich Sebastian Ziegler D. Trofimova Raphael Stock Michael Baumgartner Gregor Köhler Klaus H. Maier-Hein ViT MedIm 42 1 0 03 Mar 2025
Foundation Models Secretly Understand Neural Network Weights: Enhancing Hypernetwork Architectures with Foundation Models Jeffrey Gu Serena Yeung-Levy AI4CE 29 0 0 02 Mar 2025
Confounder-Aware Medical Data Selection for Fine-Tuning Pretrained Vision Models Anyang Ji Qingbo Kang Wei Xu Changfan Wang Kang Li Qicheng Lao 26 0 0 02 Mar 2025
Random Walks in Self-supervised Learning for Triangular Meshes Gal Yefet A. Tal SSL 55 0 0 02 Mar 2025
Wavelet-Driven Masked Image Modeling: A Path to Efficient Visual Representation Wenzhao Xiang Chang Liu Hongyang Yu Xilin Chen 29 0 0 02 Mar 2025
MIRROR: Multi-Modal Pathological Self-Supervised Representation Learning via Modality Alignment and Retention Tianyi Wang Jianan Fan Dingxin Zhang Dongnan Liu Yong-quan Xia Heng Huang Weidong Cai 34 0 0 01 Mar 2025
Split Adaptation for Pre-trained Vision Transformers Lixu Wang Bingqi Shang Y. Li Payal Mohapatra Wei Dong Xiao-Xu Wang Qi Zhu ViT 43 0 0 01 Mar 2025
Soften the Mask: Adaptive Temporal Soft Mask for Efficient Dynamic Facial Expression Recognition Mengzhu Li Quanxing Zha Hongjun Wu CVBM 53 0 0 28 Feb 2025
Unsupervised Parameter Efficient Source-free Post-pretraining Abhishek Jha Tinne Tuytelaars Yuki M. Asano OOD 43 0 0 28 Feb 2025
SciceVPR: Stable Cross-Image Correlation Enhanced Model for Visual Place Recognition Shanshan Wan Yingmei Wei Lai Kang Tianrui Shen Haixuan Wang Yee-Hong Yang 41 0 0 28 Feb 2025
CuPID: Leveraging Masked Single-Lead ECG Modelling for Enhancing the Representations A. Atienza G. Manimaran J. Bardram S. Puthusserypady 37 0 0 28 Feb 2025
Unified Video Action Model Shuang Li Yihuai Gao Dorsa Sadigh Shuran Song VGen 46 1 0 28 Feb 2025
ALVI Interface: Towards Full Hand Motion Decoding for Amputees Using sEMG A. Kovalev Anna Makarova Petr Chizhov Matvey Antonov Gleb Duplin ... Viacheslav Gostevskii Vladimir Bessonov Andrey Tsurkan Mikhail Korobok Aleksejs Timčenko 36 0 0 28 Feb 2025
Anatomically-guided masked autoencoder pre-training for aneurysm detection Alberto Mario Ceballos-Arroyo Jisoo Kim C. Lin Lei Qin Geoffrey S. Young Huaizu Jiang ViT MedIm 33 0 0 28 Feb 2025
TimesBERT: A BERT-Style Foundation Model for Time Series Understanding Haoran Zhang Yong Liu Yunzhong Qiu Haixuan Liu Zhongyi Pei Jianmin Wang Mingsheng Long AI4TS 40 0 0 28 Feb 2025
Parallel-Learning of Invariant and Tempo-variant Attributes of Single-Lead Cardiac Signals: PLITA A. Atienza J. Bardram S. Puthusserypady 33 0 0 28 Feb 2025