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Masked Autoencoders Are Scalable Vision Learners

11 November 2021

Piotr Dollár

Papers citing "Masked Autoencoders Are Scalable Vision Learners"

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Title
PersonViT: Large-scale Self-supervised Vision Transformer for Person Re-Identification Bin Hu Xinggang Wang Wenyu Liu ViT 100 4 0 10 Aug 2024
Enhancing Representation Learning of EEG Data with Masked Autoencoders Yifei Zhou Sitong Liu 83 0 0 09 Aug 2024
Semi-Supervised One-Shot Imitation Learning Philipp Wu Kourosh Hakhamaneshi Yuqing Du Igor Mordatch Aravind Rajeswaran Pieter Abbeel SSL 108 1 0 09 Aug 2024
UNIC: Universal Classification Models via Multi-teacher Distillation Mert Bulent Sariyildiz Philippe Weinzaepfel Thomas Lucas Diane Larlus Yannis Kalantidis 133 7 0 09 Aug 2024
Masked adversarial neural network for cell type deconvolution in spatial transcriptomics Lin Huang Xiaofei Liu Shunfang Wang Wenwen Min 28 0 0 09 Aug 2024
Instruction Tuning-free Visual Token Complement for Multimodal LLMs Dongsheng Wang Jiequan Cui Miaoge Li Wang Lin Bo Chen Hanwang Zhang MLLM 50 4 0 09 Aug 2024
Generative AI on SpectrumNet: An Open Benchmark of Multiband 3D Radio Maps Shuhang Zhang Shuai Jiang Wanjie Lin Zheng Fang Kangjun Liu Hongliang Zhang Ke Chen MedIm 75 4 0 09 Aug 2024
Synchronous Multi-modal Semantic Communication System with Packet-level Coding Yun Tian Jingkai Ying Zhijin Qin Ye Jin Xiaoming Tao 72 6 0 08 Aug 2024
AggSS: An Aggregated Self-Supervised Approach for Class-Incremental Learning Jayateja Kalla Soma Biswas SSL 78 0 0 08 Aug 2024
Dual-branch PolSAR Image Classification Based on GraphMAE and Local Feature Extraction Yuchen Wang Ziyi Guo Haixia Bi Danfeng Hong Chen Xu SSL 117 3 0 08 Aug 2024
MU-MAE: Multimodal Masked Autoencoders-Based One-Shot Learning Rex Liu Xin Liu 100 2 0 08 Aug 2024
Masked EEG Modeling for Driving Intention Prediction Jinzhao Zhou Justin Sia Yiqun Duan Yu-Cheng Chang Yu-Kai Wang Chin-Teng Lin 39 3 0 08 Aug 2024
PowerPM: Foundation Model for Power Systems Shihao Tu Yupeng Zhang Jing Zhang Yang Yang AI4TS 55 7 0 07 Aug 2024
How Well Can Vision Language Models See Image Details? Chenhui Gou Abdulwahab Felemban Faizan Farooq Khan Deyao Zhu Jianfei Cai Hamid Rezatofighi Mohamed Elhoseiny VLM MLLM 100 5 0 07 Aug 2024
JARViS: Detecting Actions in Video Using Unified Actor-Scene Context Relation Modeling Seok Hwan Lee Taein Son Soo Won Seo Jisong Kim Jun Won Choi 96 0 0 07 Aug 2024
DRAMA: An Efficient End-to-end Motion Planner for Autonomous Driving with Mamba Chengran Yuan Zhanqi Zhang Jiawei Sun Shuo Sun Zefan Huang ... Dongen Li Yuhang Han Anthony Wong K. P. Tee Marcelo H. Ang Jr Mamba 113 16 0 07 Aug 2024
From Recognition to Prediction: Leveraging Sequence Reasoning for Action Anticipation Xin Liu Chao Hao Zitong Yu Huanjing Yue Jingyu Yang 66 1 0 05 Aug 2024
Past Movements-Guided Motion Representation Learning for Human Motion Prediction Junyu Shi Baoxuan Wang 3DH 65 0 0 04 Aug 2024
Improving Neural Surface Reconstruction with Feature Priors from Multi-View Image Xinlin Ren Chenjie Cao Yanwei Fu Xiangyang Xue 140 2 0 04 Aug 2024
LEGO: Self-Supervised Representation Learning for Scene Text Images Yujin Ren Jiaxin Zhang Lianwen Jin SSL 75 0 0 04 Aug 2024
Unsupervised Representation Learning by Balanced Self Attention Matching Daniel Shalam Simon Korman SSL 111 0 0 04 Aug 2024
Masked Angle-Aware Autoencoder for Remote Sensing Images Zhihao Li B. Hou Siteng Ma Zitong Wu Xianpeng Guo Bo Ren Licheng Jiao 132 13 0 04 Aug 2024
Image Clustering Algorithm Based on Self-Supervised Pretrained Models and Latent Feature Distribution Optimization Qiuyu Zhu Liheng Hu Sijin Wang SSL VLM 44 1 0 04 Aug 2024
Downstream Transfer Attack: Adversarial Attacks on Downstream Models with Pre-trained Vision Transformers Weijie Zheng Xingjun Ma Hanxun Huang Zuxuan Wu Yu-Gang Jiang AAML 102 0 0 03 Aug 2024
MedUHIP: Towards Human-In-the-Loop Medical Segmentation Jiayuan Zhu A. Billard 52 0 0 03 Aug 2024
Actra: Optimized Transformer Architecture for Vision-Language-Action Models in Robot Learning Yueen Ma Dafeng Chi Shiguang Wu Yuecheng Liu Yuzheng Zhuang Jianye Hao Irwin King 66 5 0 02 Aug 2024
Contribution-based Low-Rank Adaptation with Pre-training Model for Real Image Restoration Donwon Park Leixian Shen Se Young Chun 94 2 0 02 Aug 2024
POA: Pre-training Once for Models of All Sizes Yingying Zhang Xin Guo Jiangwei Lao Lei Yu Lixiang Ru Jian Wang Guo Ye Huimei He Jingdong Chen Ming Yang 169 1 0 02 Aug 2024
Text-Guided Video Masked Autoencoder D. Fan Jue Wang Shuai Liao Zhikang Zhang Vimal Bhat Xinyu Li VGen 57 3 0 01 Aug 2024
Virchow2: Scaling Self-Supervised Mixed Magnification Models in Pathology Eric Zimmermann Eugene Vorontsov Julian Viret Adam Casson Michal Zelechowski ... Razik Yousfi Thomas J. Fuchs Nicolò Fusi Siqi Liu Kristen Severson MedIm 108 39 0 01 Aug 2024
SAM 2: Segment Anything in Images and Videos Nikhila Ravi Valentin Gabeur Yuan-Ting Hu Ronghang Hu Chaitanya K. Ryali ... Nicolas Carion Chao-Yuan Wu Ross B. Girshick Piotr Dollár Christoph Feichtenhofer VLM MLLM 172 944 0 01 Aug 2024
Scaling Backwards: Minimal Synthetic Pre-training? Ryo Nakamura Ryu Tadokoro Ryosuke Yamada Tim Puhlfürß Iro Laina Christian Rupprecht Walid Maalej Rio Yokota Hirokatsu Kataoka DD 90 4 0 01 Aug 2024
AMAES: Augmented Masked Autoencoder Pretraining on Public Brain MRI Data for 3D-Native Segmentation Asbjorn Munk Jakob Ambsdorf S. Llambias Mads Nielsen 83 4 0 01 Aug 2024
A Simple Background Augmentation Method for Object Detection with Diffusion Model Yuhang Li Jun Gao Chen Chen Yue Zhang Jielei Zhang DiffM 82 5 0 01 Aug 2024
Safetywashing: Do AI Safety Benchmarks Actually Measure Safety Progress? Richard Ren Steven Basart Adam Khoja Alice Gatti Long Phan ... Alexander Pan Gabriel Mukobi Ryan H. Kim Stephen Fitz Dan Hendrycks ELM 77 25 0 31 Jul 2024
EZSR: Event-based Zero-Shot Recognition Yan Yang Sehwan Kim Dongxu Li Y. Sun 65 0 0 31 Jul 2024
Big Cooperative Learning Yulai Cong AI4CE 70 0 0 31 Jul 2024
Segment Anything for Videos: A Systematic Survey Chunhui Zhang Yawen Cui Weilin Lin Guanjie Huang Yan Rong Li Liu Shiguang Shan VLM 86 8 0 31 Jul 2024
Contrasting Deep Learning Models for Direct Respiratory Insufficiency Detection Versus Blood Oxygen Saturation Estimation M. Gauy Natalia Hitomi Koza Ricardo Mikio Morita Gabriel Rocha Stanzione Arnaldo Cândido Júnior L. Berti A. S. Levin E. Sabino F. Svartman Marcelo Finger 54 0 0 30 Jul 2024
S3PET: Semi-supervised Standard-dose PET Image Reconstruction via Dose-aware Token Swap J. Cui Pinxian Zeng Yuanyuan Xu Xi Wu Jiliu Zhou Yan Wang 65 1 0 30 Jul 2024
What makes for good morphology representations for spatial omics? Eduard Chelebian C. Avenel C. Wählby 51 0 0 30 Jul 2024
Enhancing Quantitative Image Synthesis through Pretraining and Resolution Scaling for Bone Mineral Density Estimation from a Plain X-ray Image Yi Gu Yoshito Otake Keisuke Uemura Masaki Takao Mazen Soufi Seiji Okada Nobuhiko Sugano Hugues Talbot Yoshinobu Sato 58 0 0 30 Jul 2024
Dense Self-Supervised Learning for Medical Image Segmentation Maxime Seince Loic Le Folgoc Luiz Augusto Facury de Souza Elsa Angelini SSL 75 0 0 29 Jul 2024
Improving 2D Feature Representations by 3D-Aware Fine-Tuning Yuanwen Yue Anurag Das Francis Engelmann Siyu Tang J. E. Lenssen 110 28 0 29 Jul 2024
Theia: Distilling Diverse Vision Foundation Models for Robot Learning Jinghuan Shang Karl Schmeckpeper Brandon B. May M. Minniti Tarik Kelestemur David Watkins Laura Herlant VLM 101 24 0 29 Jul 2024
Classification, Regression and Segmentation directly from k-Space in Cardiac MRI Ruochen Li Jiazhen Pan Youxiang Zhu Juncheng Ni Daniel Rueckert 71 2 0 29 Jul 2024
Rethinking RGB-D Fusion for Semantic Segmentation in Surgical Datasets Muhammad Abdullah Jamal Omid Mohareri 92 2 0 29 Jul 2024
Forecast-PEFT: Parameter-Efficient Fine-Tuning for Pre-trained Motion Forecasting Models Jifeng Wang Kaouther Messaoud Yuejiang Liu Juergen Gall Alexandre Alahi 69 1 0 28 Jul 2024
Large-scale cervical precancerous screening via AI-assisted cytology whole slide image analysis Honglin Li Yusuan Sun Chenglu Zhu Yunlong Zhang Shichuan Zhang ... Pingyi Chen Jingxiong Li Sunyi Zheng Can Cui Lin Yang 85 3 0 28 Jul 2024
MMCLIP: Cross-modal Attention Masked Modelling for Medical Language-Image Pre-Training Biao Wu Yutong Xie Zeyu Zhang Minh Hieu Phan Qi Chen Ling-Hao Chen Qi Wu LM&MA 99 0 0 28 Jul 2024