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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
Rethink Long-tailed Recognition with Vision Transformers Zhengzhuo Xu Shuo Yang Xingjun Wang Chun Yuan 92 4 0 28 Feb 2023
Remote Sensing Scene Classification with Masked Image Modeling (MIM) Liya Wang A. Tien 98 3 0 28 Feb 2023
Foundation Model Drives Weakly Incremental Learning for Semantic Segmentation Chaohui Yu Qiang-feng Zhou Jingliang Li Jia-Chao Yuan Zhibin Wang Fan Wang VLM CLL 71 14 0 28 Feb 2023
Layer Grafted Pre-training: Bridging Contrastive Learning And Masked Image Modeling For Label-Efficient Representations Ziyu Jiang Yinpeng Chen Mengchen Liu Dongdong Chen Xiyang Dai Lu Yuan Zicheng Liu Zhangyang Wang SSL VLM CLIP 102 18 0 27 Feb 2023
Internet Explorer: Targeted Representation Learning on the Open Web Alexander C. Li Ellis L Brown Alexei A. Efros Deepak Pathak VLM 76 26 0 27 Feb 2023
Knowledge-enhanced Visual-Language Pre-training on Chest Radiology Images Xiaoman Zhang Chaoyi Wu Ya Zhang Yanfeng Wang Weidi Xie MedIm 110 137 0 27 Feb 2023
Joint-MAE: 2D-3D Joint Masked Autoencoders for 3D Point Cloud Pre-training Ziyu Guo Renrui Zhang Longtian Qiu Xianzhi Li Pheng-Ann Heng 3DPC 96 56 0 27 Feb 2023
EDMAE: An Efficient Decoupled Masked Autoencoder for Standard View Identification in Pediatric Echocardiography Yiman Liu Xiaoxiang Han Tongtong Liang Bin Dong Jiajun Yuan Menghan Hu Qiaohong Liu Jiangang Chen Qingli Li Yuqi Zhang 72 14 0 27 Feb 2023
MPS-AMS: Masked Patches Selection and Adaptive Masking Strategy Based Self-Supervised Medical Image Segmentation Xiang-Fei Wang Ruizhi Wang Biao Tian Jiaojiao Zhang Shuo Zhang Junyang Chen Thomas Lukasiewicz Zhenghua Xu 101 1 0 27 Feb 2023
Language-Driven Representation Learning for Robotics Siddharth Karamcheti Suraj Nair Annie S. Chen Thomas Kollar Chelsea Finn Dorsa Sadigh Percy Liang LM&Ro SSL 131 156 0 24 Feb 2023
Hiding Data Helps: On the Benefits of Masking for Sparse Coding Muthuraman Chidambaram Chenwei Wu Yu Cheng Rong Ge 89 0 0 24 Feb 2023
VoxFormer: Sparse Voxel Transformer for Camera-based 3D Semantic Scene Completion Yiming Li Zhiding Yu Chris Choy Chaowei Xiao J. Álvarez Sanja Fidler Chen Feng Anima Anandkumar ViT 126 237 0 23 Feb 2023
Learning Visual Representations via Language-Guided Sampling Mohamed El Banani Karan Desai Justin Johnson SSL VLM 124 28 0 23 Feb 2023
Transformers in Single Object Tracking: An Experimental Survey Janani Kugarajeevan T. Kokul A. Ramanan Subha Fernando 121 38 0 23 Feb 2023
Delving into Identify-Emphasize Paradigm for Combating Unknown Bias Bowen Zhao Chen Chen Qian-Wei Wang Anfeng He Shutao Xia 94 1 0 22 Feb 2023
ASSET: Robust Backdoor Data Detection Across a Multiplicity of Deep Learning Paradigms Minzhou Pan Yi Zeng Lingjuan Lyu Xinyu Lin R. Jia AAML 104 37 0 22 Feb 2023
Steerable Equivariant Representation Learning Sangnie Bhardwaj Willie McClinton Tongzhou Wang Guillaume Lajoie Chen Sun Phillip Isola Dilip Krishnan OOD LLMSV 69 5 0 22 Feb 2023
$PC^2$ : Projection-Conditioned Point Cloud Diffusion for Single-Image 3D Reconstruction Luke Melas-Kyriazi Christian Rupprecht Andrea Vedaldi DiffM 146 84 0 21 Feb 2023
Diffusion Models and Semi-Supervised Learners Benefit Mutually with Few Labels Zebin You Yong Zhong Fan Bao Jiacheng Sun Chongxuan Li Jun Zhu DiffM VLM 283 42 0 21 Feb 2023
Mask-guided BERT for Few Shot Text Classification Wenxiong Liao Zheng Liu Haixing Dai Zihao Wu Yiyang Zhang ... Dajiang Zhu Tianming Liu Sheng Li Xiang Li Hongmin Cai VLM 95 41 0 21 Feb 2023
Oriented Object Detection in Optical Remote Sensing Images using Deep Learning: A Survey Kunlin Wang Zi Wang Zhang Li Ang Su Xichao Teng Minhao Liu Qifeng Yu Qifeng Yu ObjD 211 9 0 21 Feb 2023
Unsupervised Learning on a DIET: Datum IndEx as Target Free of Self-Supervision, Reconstruction, Projector Head Randall Balestriero 95 3 0 20 Feb 2023
Seasoning Model Soups for Robustness to Adversarial and Natural Distribution Shifts Francesco Croce Sylvestre-Alvise Rebuffi Evan Shelhamer Sven Gowal AAML 81 18 0 20 Feb 2023
iQPP: A Benchmark for Image Query Performance Prediction Eduard Poesina Radu Tudor Ionescu Josiane Mothe VLM 76 6 0 20 Feb 2023
Friend Ranking in Online Games via Pre-training Edge Transformers Liang Yao Jiazhen Peng Shenggong Ji Qiang Liu Hongyun Cai Feng He Xu Cheng 58 0 0 20 Feb 2023
Large-scale Multi-Modal Pre-trained Models: A Comprehensive Survey Tianlin Li Guangyao Chen Guangwu Qian Pengcheng Gao Xiaoyong Wei Yaowei Wang Yonghong Tian Wen Gao AI4CE VLM 160 216 0 20 Feb 2023
A Novel Collaborative Self-Supervised Learning Method for Radiomic Data Zhiyuan Li Hailong Li Anca L. Ralescu Jonathan R. Dillman N. Parikh Lili He 60 9 0 20 Feb 2023
Simple Disentanglement of Style and Content in Visual Representations Lilian Ngweta Subha Maity Alex Gittens Yuekai Sun Mikhail Yurochkin CoGe DRL 98 8 0 20 Feb 2023
ChatGPT for Robotics: Design Principles and Model Abilities Sai H. Vemprala Rogerio Bonatti A. Bucker Ashish Kapoor LM&Ro 113 476 0 20 Feb 2023
Evaluating Representations with Readout Model Switching Yazhe Li J. Bornschein Marcus Hutter 65 0 0 19 Feb 2023
Mutual Exclusive Modulator for Long-Tailed Recognition Haixu Long Xiaolin Zhang Yanbin Liu Zongtai Luo Jianbo Liu 65 2 0 19 Feb 2023
Self-supervised Action Representation Learning from Partial Spatio-Temporal Skeleton Sequences Yujie Zhou Haodong Duan Anyi Rao Fuchun Sun Jiaqi Wang ViT SLR 81 41 0 17 Feb 2023
EnfoMax: Domain Entropy and Mutual Information Maximization for Domain Generalized Face Anti-spoofing Tianyi Zheng CVBM 79 2 0 17 Feb 2023
Revisiting Hidden Representations in Transfer Learning for Medical Imaging Dovile Juodelyte Amelia Jiménez-Sánchez Veronika Cheplygina OOD 61 1 0 16 Feb 2023
Towards Efficient Visual Adaption via Structural Re-parameterization Gen Luo Minglang Huang Yiyi Zhou Xiaoshuai Sun Guannan Jiang Zhiyu Wang Rongrong Ji VLM VPVLM 94 81 0 16 Feb 2023
Understanding the Distillation Process from Deep Generative Models to Tractable Probabilistic Circuits Xuejie Liu Hoang Trung-Dung Guy Van den Broeck Yitao Liang TPM 88 14 0 16 Feb 2023
Object-centric Learning with Cyclic Walks between Parts and Whole Ziyu Wang Mike Zheng Shou Mengmi Zhang OCL 85 11 0 16 Feb 2023
Zero-Shot Anomaly Detection via Batch Normalization Aodong Li Chen Qiu Marius Kloft Padhraic Smyth Maja R. Rudolph Stephan Mandt 145 0 0 15 Feb 2023
DiffFaceSketch: High-Fidelity Face Image Synthesis with Sketch-Guided Latent Diffusion Model Yichen Peng Chunqi Zhao Haoran Xie Tsukasa Fukusato Kazunori Miyata DiffM 64 11 0 14 Feb 2023
Self-supervised learning of Split Invariant Equivariant representations Q. Garrido Laurent Najman Yann LeCun SSL 87 34 0 14 Feb 2023
Learning with Noisy labels via Self-supervised Adversarial Noisy Masking Yuanpeng Tu Boshen Zhang Yuxi Li Liang Liu Jian Li Jiangning Zhang Yabiao Wang Chengjie Wang C. Zhao AAML NoLa 82 16 0 14 Feb 2023
Stitchable Neural Networks Zizheng Pan Jianfei Cai Bohan Zhuang 104 25 0 13 Feb 2023
Do Vision and Language Models Share Concepts? A Vector Space Alignment Study Jiaang Li Yova Kementchedjhieva Constanza Fierro Anders Søgaard VLM 64 13 0 13 Feb 2023
Semantic Image Segmentation: Two Decades of Research G. Csurka Riccardo Volpi Boris Chidlovskii 3DV 94 53 0 13 Feb 2023
Less is More: Selective Layer Finetuning with SubTuning Gal Kaplun Andrey Gurevich Tal Swisa Mazor David Shai Shalev-Shwartz Eran Malach 78 9 0 13 Feb 2023
CoMAE: Single Model Hybrid Pre-training on Small-Scale RGB-D Datasets Jiang Yang Sheng Guo Gangshan Wu Limin Wang VLM 58 8 0 13 Feb 2023
Self-supervised pseudo-colorizing of masked cells Royden Wagner Carlos Fernandez Lopez Christoph Stiller 58 1 0 12 Feb 2023
How to prepare your task head for finetuning Yi Ren Shangmin Guo Wonho Bae Danica J. Sutherland 68 14 0 11 Feb 2023
Rethinking Vision Transformer and Masked Autoencoder in Multimodal Face Anti-Spoofing Zitong Yu Rizhao Cai Yawen Cui Xin Liu Yongjian Hu Alex C. Kot 58 25 0 11 Feb 2023
ConMAE: Contour Guided MAE for Unsupervised Vehicle Re-Identification J. Yang Jianwu Fang Hong-ke Xu 79 3 0 11 Feb 2023