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Masked Autoencoders Are Scalable Vision Learners

11 November 2021

Piotr Dollár

Papers citing "Masked Autoencoders Are Scalable Vision Learners"

50 / 4,777 papers shown

Title
Spatial-Temporal Transformer for Video Snapshot Compressive Imaging Lishun Wang Miao Cao Yong Zhong Xin Yuan 71 48 0 04 Sep 2022
An Empirical Study of End-to-End Video-Language Transformers with Masked Visual Modeling Tsu-Jui Fu Linjie Li Zhe Gan Kevin Qinghong Lin William Yang Wang Lijuan Wang Zicheng Liu VLM 130 65 0 04 Sep 2022
Masked Sinogram Model with Transformer for ill-Posed Computed Tomography Reconstruction: a Preliminary Study Zhengchun Liu R. Kettimuthu Ian Foster MedIm 90 4 0 03 Sep 2022
BinImg2Vec: Augmenting Malware Binary Image Classification with Data2Vec Joon Sern Lee Kai Keng Tay Zong Fu Chua 13 2 0 02 Sep 2022
SkeletonMAE: Spatial-Temporal Masked Autoencoders for Self-supervised Skeleton Action Recognition Wenhan Wu Yilei Hua Ce Zheng Shi-Bao Wu Chong Chen Aidong Lu ViT 137 36 0 01 Sep 2022
Visual Prompting via Image Inpainting Amir Bar Yossi Gandelsman Trevor Darrell Amir Globerson Alexei A. Efros VLM VPVLM 75 212 0 01 Sep 2022
Transformers are Sample-Efficient World Models Vincent Micheli Eloi Alonso Franccois Fleuret VLM OffRL 185 189 0 01 Sep 2022
MAPLE: Masked Pseudo-Labeling autoEncoder for Semi-supervised Point Cloud Action Recognition Xiaodong Chen Wu Liu Xinchen Liu Yongdong Zhang Jungong Han Tao Mei 3DPC 79 13 0 01 Sep 2022
TokenCut: Segmenting Objects in Images and Videos with Self-supervised Transformer and Normalized Cut Yangtao Wang Xiaoke Shen Yuan. Yuan Yuming Du Maomao Li S. Hu James L. Crowley Dominique Vaufreydaz VOS ViT 86 86 0 01 Sep 2022
Efficient Vision-Language Pretraining with Visual Concepts and Hierarchical Alignment Mustafa Shukor Guillaume Couairon Matthieu Cord VLM CLIP 100 27 0 29 Aug 2022
MORI-RAN: Multi-view Robust Representation Learning via Hybrid Contrastive Fusion Guanzhou Ke Yong-Nan Zhu Yang Yu 63 7 0 26 Aug 2022
CMD: Self-supervised 3D Action Representation Learning with Cross-modal Mutual Distillation Yunyao Mao Wen-gang Zhou Zhenbo Lu Jiajun Deng Houqiang Li 103 44 0 26 Aug 2022
MaskCLIP: Masked Self-Distillation Advances Contrastive Language-Image Pretraining Xiaoyi Dong Jianmin Bao Yinglin Zheng Ting Zhang Dongdong Chen ... Weiming Zhang Lu Yuan Dong Chen Fang Wen Nenghai Yu CLIP VLM 113 167 0 25 Aug 2022
Pix4Point: Image Pretrained Standard Transformers for 3D Point Cloud Understanding Guocheng Qian Abdullah Hamdi Xingdi Zhang Guohao Li 3DPC ViT 63 6 0 25 Aug 2022
Masked Autoencoders Enable Efficient Knowledge Distillers Yutong Bai Zeyu Wang Junfei Xiao Chen Wei Huiyu Wang Alan Yuille Yuyin Zhou Cihang Xie CLL 100 44 0 25 Aug 2022
Clustering Egocentric Images in Passive Dietary Monitoring with Self-Supervised Learning Jiachuan Peng Peilun Shi Jianing Qiu Xinwei Ju Frank P.-W. Lo ... M. McCrory Edward Sazonov M. Sun Gary Frost Benny Lo 38 4 0 25 Aug 2022
Refine and Represent: Region-to-Object Representation Learning Akash Gokul Konstantinos Kallidromitis Shufang Li Yu Kato Kazuki Kozuka Trevor Darrell Colorado Reed SSeg 93 5 0 25 Aug 2022
Semi-Supervised and Unsupervised Deep Visual Learning: A Survey Yanbei Chen Massimiliano Mancini Xiatian Zhu Zeynep Akata 157 121 0 24 Aug 2022
Federated Self-Supervised Contrastive Learning and Masked Autoencoder for Dermatological Disease Diagnosis Yawen Wu Dewen Zeng Zhepeng Wang Yi Sheng Lei Yang A. James Yiyu Shi Jingtong Hu 99 7 0 24 Aug 2022
Prompt-Matched Semantic Segmentation Lingbo Liu Jianlong Chang Bruce X. B. Yu Liang Lin Qi Tian Xin Sun VPVLM VLM 111 29 0 22 Aug 2022
Heterogeneous Graph Masked Autoencoders Yijun Tian Kaiwen Dong Chunhui Zhang Chuxu Zhang Nitesh Chawla 129 82 0 21 Aug 2022
Masked Video Modeling with Correlation-aware Contrastive Learning for Breast Cancer Diagnosis in Ultrasound Zehui Lin Ruobing Huang Dong Ni Jiayi Wu B. Luo 35 6 0 21 Aug 2022
VLMAE: Vision-Language Masked Autoencoder Su He Taian Guo Tao Dai Ruizhi Qiao Chen Wu Xiujun Shu Bohan Ren VLM 87 11 0 19 Aug 2022
EAA-Net: Rethinking the Autoencoder Architecture with Intra-class Features for Medical Image Segmentation Shiqiang Ma Xia Li Jijun Tang Fei Guo 56 4 0 19 Aug 2022
Towards Label-efficient Automatic Diagnosis and Analysis: A Comprehensive Survey of Advanced Deep Learning-based Weakly-supervised, Semi-supervised and Self-supervised Techniques in Histopathological Image Analysis Linhao Qu Siyu Liu Xiaoyu Liu Manning Wang Zhijian Song 83 58 0 18 Aug 2022
See Finer, See More: Implicit Modality Alignment for Text-based Person Retrieval Xiujun Shu Wei Wen Haoqian Wu Keyun Chen Yi-Zhe Song Ruizhi Qiao Bohan Ren Xiao Wang 91 99 0 18 Aug 2022
Dual Modality Prompt Tuning for Vision-Language Pre-Trained Model Yinghui Xing Qirui Wu De Cheng Shizhou Zhang Guoqiang Liang Peng Wang Yanning Zhang VLM VPVLM 144 59 0 17 Aug 2022
Conviformers: Convolutionally guided Vision Transformer Mohit Vaishnav Thomas Fel I. F. Rodriguez Thomas Serre ViT 99 1 0 17 Aug 2022
KAM -- a Kernel Attention Module for Emotion Classification with EEG Data Dongyang Kuang C. Michoski 16 4 0 17 Aug 2022
Data Augmentation is a Hyperparameter: Cherry-picked Self-Supervision for Unsupervised Anomaly Detection is Creating the Illusion of Success Jaemin Yoo Tianchen Zhao Leman Akoglu 141 8 0 16 Aug 2022
Generating a Terrain-Robustness Benchmark for Legged Locomotion: A Prototype via Terrain Authoring and Active Learning Chong Zhang Lizhi Yang 85 4 0 16 Aug 2022
ConTextual Masked Auto-Encoder for Dense Passage Retrieval Xing Wu Guangyuan Ma Meng Lin Zijia Lin Zhongyuan Wang Songlin Hu RALM 98 27 0 16 Aug 2022
Efficient Multimodal Transformer with Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis Guoying Zhao Zheng Lian B. Liu Jianhua Tao 82 54 0 16 Aug 2022
Grasping Core Rules of Time Series through Pure Models Gedi Liu Yifeng Jiang Yicun Ouyang Keyang Zhong Yang Wang AI4TS 93 0 0 15 Aug 2022
Self-Supervised Vision Transformers for Malware Detection Sachith Seneviratne Ridwan Shariffdeen Sanka Rasnayaka Nuran Kasthuriarachchi MedIm 59 35 0 15 Aug 2022
Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models Xingyu Xie Pan Zhou Huan Li Zhouchen Lin Shuicheng Yan ODL 94 169 0 13 Aug 2022
BEiT v2: Masked Image Modeling with Vector-Quantized Visual Tokenizers Zhiliang Peng Li Dong Hangbo Bao QiXiang Ye Furu Wei 71 322 0 12 Aug 2022
USB: A Unified Semi-supervised Learning Benchmark for Classification Yidong Wang Hao Chen Yue Fan Wangbin Sun R. Tao ... T. Shinozaki Bernt Schiele Jindong Wang Xingxu Xie Yue Zhang 98 119 0 12 Aug 2022
Exploiting Feature Diversity for Make-up Temporal Video Grounding Xiujun Shu Wei Wen Taian Guo Su He Chen Wu Ruizhi Qiao 80 1 0 12 Aug 2022
MILAN: Masked Image Pretraining on Language Assisted Representation Zejiang Hou Fei Sun Yen-kuang Chen Yuan Xie S. Kung ViT 123 70 0 11 Aug 2022
Semi-supervised Vision Transformers at Scale Zhaowei Cai Avinash Ravichandran Paolo Favaro Manchen Wang Davide Modolo Rahul Bhotika Zhuowen Tu Stefano Soatto ViT 108 58 0 11 Aug 2022
Quality Not Quantity: On the Interaction between Dataset Design and Robustness of CLIP Thao Nguyen Gabriel Ilharco Mitchell Wortsman Sewoong Oh Ludwig Schmidt CLIP VLM 180 108 0 10 Aug 2022
PatchDropout: Economizing Vision Transformers Using Patch Dropout Yue Liu Christos Matsoukas Fredrik Strand Hossein Azizpour Kevin Smith 64 24 0 10 Aug 2022
Label-Free Synthetic Pretraining of Object Detectors Hei Law Jia Deng 76 4 0 08 Aug 2022
Understanding Masked Image Modeling via Learning Occlusion Invariant Feature Xiangwen Kong Xiangyu Zhang SSL 78 54 0 08 Aug 2022
Advancing Plain Vision Transformer Towards Remote Sensing Foundation Model Di Wang Qiming Zhang Yufei Xu Jing Zhang Bo Du Dacheng Tao Lefei Zhang 84 257 0 08 Aug 2022
Frozen CLIP Models are Efficient Video Learners Ziyi Lin Shijie Geng Renrui Zhang Peng Gao Gerard de Melo Xiaogang Wang Jifeng Dai Yu Qiao Hongsheng Li CLIP VLM 98 209 0 06 Aug 2022
P2P: Tuning Pre-trained Image Models for Point Cloud Analysis with Point-to-Pixel Prompting Ziyi Wang Xumin Yu Yongming Rao Jie Zhou Jiwen Lu VPVLM VLM 95 77 0 04 Aug 2022
MVSFormer: Multi-View Stereo by Learning Robust Image Features and Temperature-based Depth Chenjie Cao Xinlin Ren Yanwei Fu 108 54 0 04 Aug 2022
Prompt Tuning for Generative Multimodal Pretrained Models Han Yang Junyang Lin An Yang Peng Wang Chang Zhou Hongxia Yang VLM LRM VPVLM 86 31 0 04 Aug 2022