Masked Autoencoders Are Scalable Vision Learners

11 November 2021

Piotr Dollár

Papers citing "Masked Autoencoders Are Scalable Vision Learners"

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Title
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
AnCoGen: Analysis, Control and Generation of Speech with a Masked Autoencoder Samir Sadok Simon Leglaive Laurent Girin Gaël Richard Xavier Alameda-Pineda 55 1 0 10 Jan 2025
EditAR: Unified Conditional Generation with Autoregressive Models Jiteng Mu Nuno Vasconcelos Xinyu Wang DiffM 43 5 0 08 Jan 2025
Edit as You See: Image-guided Video Editing via Masked Motion Modeling Zhi-Lin Huang Y. Liu Chujun Qin Zihan Wang Dong Zhou Dong Li E. Barsoum DiffM VGen 46 0 0 08 Jan 2025
Learning Informative Latent Representation for Quantum State Tomography Hailan Ma Zhenhong Sun Daoyi Dong Dong Gong 50 1 0 08 Jan 2025
Abstracted Shapes as Tokens -- A Generalizable and Interpretable Model for Time-series Classification Yunshi Wen Tengfei Ma Tsui-Wei Weng Lam M. Nguyen A. Julius AI4TS 42 1 0 08 Jan 2025
LLaVA-Mini: Efficient Image and Video Large Multimodal Models with One Vision Token Shaolei Zhang Qingkai Fang Zhe Yang Yang Feng MLLM VLM 71 28 0 07 Jan 2025
Gaussian Masked Autoencoders Jathushan Rajasegaran Xinlei Chen Rulilong Li Christoph Feichtenhofer Jitendra Malik Shiry Ginosar 3DGS 45 1 0 06 Jan 2025
PiLaMIM: Toward Richer Visual Representations by Integrating Pixel and Latent Masked Image Modeling Junmyeong Lee Eui Jun Hwang Sukmin Cho Jong C. Park 43 0 0 06 Jan 2025
Human Gaze Boosts Object-Centered Representation Learning Timothy Schaumlöffel A. Aubret Gemma Roig Jochen Triesch 36 0 0 06 Jan 2025
First-place Solution for Streetscape Shop Sign Recognition Competition Bin Wang Li Jing 169 0 0 06 Jan 2025
LWFNet: Coherent Doppler Wind Lidar-Based Network for Wind Field Retrieval R. Tao Chong Wang Hao Chen Mingjiao Jia Xiang Shang ... Yanyu Lu Yanfeng Huo Junlin Wu Xianghui Xue Xiankang Dou 38 0 0 05 Jan 2025
DeTrack: In-model Latent Denoising Learning for Visual Object Tracking Xinyu Zhou Jinglun Li Lingyi Hong Kaixun Jiang Pinxue Guo Weifeng Ge Wenqiang Zhang DiffM 38 0 0 05 Jan 2025
Enhancing Contrastive Learning for Retinal Imaging via Adjusted Augmentation Scales Zijie Cheng Yangqiu Song André Altmann P. Keane Yukun Zhou MedIm 31 0 0 05 Jan 2025
FOLDER: Accelerating Multi-modal Large Language Models with Enhanced Performance Haicheng Wang Zhemeng Yu Gabriele Spadaro Chen Ju Victor Quétu Enzo Tartaglione Enzo Tartaglione VLM 132 3 0 05 Jan 2025
Double-Flow GAN model for the reconstruction of perceived faces from brain activities Zihao Wang Jing Zhao Xuetong Ding Hui Zhang CVBM AI4CE 24 0 0 03 Jan 2025
Exploring Structured Semantic Priors Underlying Diffusion Score for Test-time Adaptation Mingjia Li Shuang Li Tongrui Su Longhui Yuan Jian Liang Wei Li DiffM 39 0 0 03 Jan 2025
Advancements in Visual Language Models for Remote Sensing: Datasets, Capabilities, and Enhancement Techniques Lijie Tao H. Zhang Haizhao Jing Yu Liu Kelu Yao Guoting Wei Xizhe Xue 37 0 0 03 Jan 2025
Missing Data as Augmentation in the Earth Observation Domain: A Multi-View Learning Approach Francisco Mena Diego Arenas A. Dengel 36 1 0 03 Jan 2025
Fine-grained Image-to-LiDAR Contrastive Distillation with Visual Foundation Models Yifan Zhang Junhui Hou 66 1 0 03 Jan 2025
Neural Network Diffusion Kaili Wang Dongwen Tang Boya Zeng Yida Yin Zhaopan Xu Yukun Zhou Zelin Zang Trevor Darrell Zhuang Liu Yang You DiffM 60 18 0 03 Jan 2025
Keypoint Aware Masked Image Modelling Madhava Krishna Convin.AI 73 0 0 03 Jan 2025
Is Segment Anything Model 2 All You Need for Surgery Video Segmentation? A Systematic Evaluation Cheng Yuan Jian Jiang Kunyi Yang Lv Wu Rui Wang ... Yifan Zhou Wanli Song Haoran Wang Qi Dou Yutong Ban 28 1 0 03 Jan 2025
A Simple Recipe for Contrastively Pre-training Video-First Encoders Beyond 16 Frames Pinelopi Papalampidi Skanda Koppula Shreya Pathak Justin T Chiu Joseph Heyward Viorica Patraucean Jiajun Shen Antoine Miech Andrew Zisserman Aida Nematzdeh VLM 69 24 0 31 Dec 2024
ILDiff: Generate Transparent Animated Stickers by Implicit Layout Distillation Ting Zhang Zhiqiang Yuan Yeshuang Zhu Jinchao Zhang DiffM 101 0 0 31 Dec 2024
Deep Neural Networks and Brain Alignment: Brain Encoding and Decoding (Survey) S. Oota Zijiao Chen Manish Gupta R. Bapi G. Jobard F. Alexandre X. Hinaut 3DV AI4CE 49 11 0 31 Dec 2024
SwinIA: Self-Supervised Blind-Spot Image Denoising without Convolutions Mikhail Papkov P. Chizhov L. Parts ViT 47 1 0 31 Dec 2024
Enhancing Visual Representation for Text-based Person Searching Wei Shen Ming Fang Yuxia Wang Jiafeng Xiao Diping Li H. Chen Ling Xu Wenbo Zhang 37 1 0 31 Dec 2024
Segmentation of Muscularis Propria in Colon Histopathology Images Using Vision Transformers for Hirschsprung's Disease Youssef Megahed Anthony Fuller Saleh Abou-Alwan Dina El Demellawy Adrian D. C. Chan MedIm 23 0 0 31 Dec 2024
TravelAgent: Generative Agents in the Built Environment Ariel Noyman Kai Hu Kent Larson AI4CE 42 2 0 25 Dec 2024
The Dynamic Duo of Collaborative Masking and Target for Advanced Masked Autoencoder Learning Shentong Mo 42 0 0 23 Dec 2024
VarAD: Lightweight High-Resolution Image Anomaly Detection via Visual Autoregressive Modeling Yunkang Cao Haiming Yao Wei Luo Nong Sang 43 3 0 23 Dec 2024
Adaptive Dataset Quantization Muquan Li Dongyang Zhang Qiang Dong Xiurui Xie Ke Qin DD MQ 88 0 0 22 Dec 2024
Towards Graph Foundation Models: Learning Generalities Across Graphs via Task-Trees Zehong Wang Zheyuan Zhang Tianyi Ma Nitesh V. Chawla Chuxu Zhang Yanfang Ye AI4CE 79 0 0 21 Dec 2024
IV-tuning: Parameter-Efficient Transfer Learning for Infrared-Visible Tasks Yaming Zhang Chenqiang Gao Fangcen Liu Junjie Guo Lan Wang Xinggan Peng Deyu Meng 106 0 0 21 Dec 2024
DINOv2 Meets Text: A Unified Framework for Image- and Pixel-Level Vision-Language Alignment Cijo Jose Théo Moutakanni Dahyun Kang Federico Baldassarre Timothée Darcet ... Maxime Oquab Oriane Siméoni Huy V. Vo Patrick Labatut Piotr Bojanowski CLIP VLM 100 6 0 20 Dec 2024
LEARN: A Unified Framework for Multi-Task Domain Adapt Few-Shot Learning Bharadwaj Ravichandran Alexander Lynch S. Brockman Brandon RichardWebster Dawei Du A. Hoogs Christopher Funk ObjD VLM 73 0 0 20 Dec 2024
Scaling 4D Representations João Carreira Dilara Gokay Michael King Chuhan Zhang Ignacio Rocco ... Viorica Patraucean Dima Damen Pauline Luc Mehdi S. M. Sajjadi Andrew Zisserman 85 3 0 19 Dec 2024
Predictive Inverse Dynamics Models are Scalable Learners for Robotic Manipulation Yang Tian Sizhe Yang Jia Zeng P. Wang Dahua Lin Hao Dong Jiangmiao Pang 84 17 0 19 Dec 2024
Thinking in Space: How Multimodal Large Language Models See, Remember, and Recall Spaces Jihan Yang Shusheng Yang Anjali W. Gupta Rilyn Han Li Fei-Fei Saining Xie LRM 124 55 0 18 Dec 2024
Mesoscopic Insights: Orchestrating Multi-scale & Hybrid Architecture for Image Manipulation Localization Xuekang Zhu Xiaochen Ma Lei Su Zhuohang Jiang Bo Du Xiwen Wang Zeyu Lei Wentao Feng Chi-Man Pun Jizhe Zhou AI4CE 62 4 0 18 Dec 2024
Self-control: A Better Conditional Mechanism for Masked Autoregressive Model Qiaoying Qu Shiyu Shen DiffM 81 0 0 18 Dec 2024
PreMixer: MLP-Based Pre-training Enhanced MLP-Mixers for Large-scale Traffic Forecasting Tongtong Zhang Zhiyong Cui Bingzhang Wang Yilong Ren Haiyang Yu Pan Deng Yinhai Wang AI4TS 70 0 0 18 Dec 2024
Pre-training a Density-Aware Pose Transformer for Robust LiDAR-based 3D Human Pose Estimation Xiaoqi An Lin Zhao Chen Gong Jun Yu Li Jian Yang 3DH 82 0 0 18 Dec 2024
JoVALE: Detecting Human Actions in Video Using Audiovisual and Language Contexts Taein Son Soo Won Seo Jisong Kim S. Lee Jun Won Choi VGen 76 0 0 18 Dec 2024
Content-aware Balanced Spectrum Encoding in Masked Modeling for Time Series Classification Yudong Han Haocong Wang Yupeng Hu Yongshun Gong Xuemeng Song Weili Guan AI4TS 84 0 0 17 Dec 2024
Efficient Object-centric Representation Learning with Pre-trained Geometric Prior Phúc H. Lê Khắc Graham Healy Alan F. Smeaton OCL 84 0 0 16 Dec 2024
SAMIC: Segment Anything with In-Context Spatial Prompt Engineering S. Nagendra Kashif Rashid Chaopeng Shen Daniel Kifer VLM 76 2 0 16 Dec 2024
GeoX: Geometric Problem Solving Through Unified Formalized Vision-Language Pre-training Renqiu Xia M. Li Hancheng Ye Wenjie Wu Hongbin Zhou ... Zeang Sheng Botian Shi Tao Chen Junchi Yan Bo Zhang 91 7 0 16 Dec 2024