SimMIM: A Simple Framework for Masked Image Modeling

18 November 2021

Jianmin Bao

Papers citing "SimMIM: A Simple Framework for Masked Image Modeling"

50 / 849 papers shown

Title
Synthetic Pseudo Anomalies for Unsupervised Video Anomaly Detection: A Simple yet Efficient Framework based on Masked Autoencoder Xiangyu Huang Caidan Zhao Chenxing Gao Lvdong Chen Zhiqiang Wu 39 4 0 09 Mar 2023
Masked Images Are Counterfactual Samples for Robust Fine-tuning Yao Xiao Ziyi Tang Pengxu Wei Cong Liu Liang Lin 52 16 0 06 Mar 2023
PixMIM: Rethinking Pixel Reconstruction in Masked Image Modeling Yuan Liu Songyang Zhang Jiacheng Chen Kai-xiang Chen Dahua Lin 75 28 0 04 Mar 2023
FlowFormer++: Masked Cost Volume Autoencoding for Pretraining Optical Flow Estimation Xiaoyu Shi Zhaoyang Huang Dasong Li Manyuan Zhang Ka Chun Cheung Simon See Hongwei Qin Jifeng Dai Hongsheng Li 27 82 0 02 Mar 2023
Grid-Centric Traffic Scenario Perception for Autonomous Driving: A Comprehensive Review Yining Shi Kun Jiang Jiusi Li Zelin Qian Jun Wen Mengmeng Yang Ke Wang Diange Yang 91 25 0 02 Mar 2023
Time Series as Images: Vision Transformer for Irregularly Sampled Time Series Zekun Li Shiyang Li Xifeng Yan AI4TS 29 47 0 01 Mar 2023
Quality-aware Pre-trained Models for Blind Image Quality Assessment Kai Zhao Kun Yuan Ming-Ting Sun Mading Li Xingsen Wen VLM 25 14 0 01 Mar 2023
OmniForce: On Human-Centered, Large Model Empowered and Cloud-Edge Collaborative AutoML System Chao Xue Wen Liu Shunxing Xie Zhenfang Wang Jiaxing Li ... Shi-Yong Chen Yibing Zhan Jing Zhang Chaoyue Wang Dacheng Tao 52 2 0 01 Mar 2023
StrucTexTv2: Masked Visual-Textual Prediction for Document Image Pre-training Yu Yu Yulin Li Chengquan Zhang Xiaoqiang Zhang Zengyuan Guo Xiameng Qin Kun Yao Junyu Han Errui Ding Jingdong Wang 24 45 0 01 Mar 2023
Generic-to-Specific Distillation of Masked Autoencoders Wei Huang Zhiliang Peng Li Dong Furu Wei Jianbin Jiao QiXiang Ye 32 23 0 28 Feb 2023
Efficient Masked Autoencoders with Self-Consistency Zhaowen Li Yousong Zhu Zhiyang Chen Wei Li Chaoyang Zhao Rui Zhao Ming Tang Jinqiao Wang 55 2 0 28 Feb 2023
Valid Information Guidance Network for Compressed Video Quality Enhancement Xuan Sun Ziyue Zhang Guannan Chen Dan Zhu 51 0 0 28 Feb 2023
A Comprehensive Study on Robustness of Image Classification Models: Benchmarking and Rethinking Chang-Shu Liu Yinpeng Dong Wenzhao Xiang Xiaohu Yang Hang Su Junyi Zhu YueFeng Chen Yuan He H. Xue Shibao Zheng OOD VLM AAML 35 75 0 28 Feb 2023
Remote Sensing Scene Classification with Masked Image Modeling (MIM) Liya Wang A. Tien 37 3 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 43 16 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 40 52 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 27 11 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 30 1 0 27 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 209 36 0 21 Feb 2023
ApproxABFT: Approximate Algorithm-Based Fault Tolerance for Neural Network Processing Xing-xiong Xue Cheng Liu Haitong Huang Bo Liu Ying Wang 36 0 0 21 Feb 2023
Unsupervised Out-of-Distribution Detection with Diffusion Inpainting Zhenzhen Liu Jinjie Zhou Yufan Wang Kilian Q. Weinberger DiffM 21 39 0 20 Feb 2023
Mutual Exclusive Modulator for Long-Tailed Recognition Haixu Long Xiaolin Zhang Yanbin Liu Zongtai Luo Jianbo Liu 19 2 0 19 Feb 2023
Semantic Image Segmentation: Two Decades of Research G. Csurka Riccardo Volpi Boris Chidlovskii 3DV 37 50 0 13 Feb 2023
Anatomical Invariance Modeling and Semantic Alignment for Self-supervised Learning in 3D Medical Image Analysis Yankai Jiang Ming Sun Heng Guo Xiaoyu Bai K. Yan Le Lu Minfeng Xu MedIm 29 20 0 11 Feb 2023
Leveraging Inpainting for Single-Image Shadow Removal Xiaoguang Li Qing Guo R. Abdelfattah Di Lin Wei Feng Ivor Tsang Song Wang 28 26 0 10 Feb 2023
Towards Geospatial Foundation Models via Continual Pretraining Matías Mendieta Boran Han Xingjian Shi Yi Zhu Chen Chen VLM AI4CE 48 65 0 09 Feb 2023
AIM: Adapting Image Models for Efficient Video Action Recognition Taojiannan Yang Yi Zhu Yusheng Xie Aston Zhang Chong Chen Mu Li ViT 60 145 0 06 Feb 2023
Revisiting Discriminative vs. Generative Classifiers: Theory and Implications Chenyu Zheng Guoqiang Wu Fan Bao Yue Cao Chongxuan Li Jun Zhu BDL 33 30 0 05 Feb 2023
MOMA:Distill from Self-Supervised Teachers Yuan Yao Nandakishor Desai M. Palaniswami 32 2 0 04 Feb 2023
Representation Deficiency in Masked Language Modeling Yu Meng Jitin Krishnan Sinong Wang Qifan Wang Yuning Mao Han Fang Marjan Ghazvininejad Jiawei Han Luke Zettlemoyer 90 7 0 04 Feb 2023
DilateFormer: Multi-Scale Dilated Transformer for Visual Recognition Jiayu Jiao Yuyao Tang Kun-Li Channing Lin Yipeng Gao Jinhua Ma Yaowei Wang Wei-Shi Zheng MedIm ViT 29 137 0 03 Feb 2023
Self-Supervised Relation Alignment for Scene Graph Generation Bicheng Xu Renjie Liao Leonid Sigal 31 0 0 02 Feb 2023
Energy-Inspired Self-Supervised Pretraining for Vision Models Ze Wang Jiang Wang Zicheng Liu Qiang Qiu 26 8 0 02 Feb 2023
Beyond Pretrained Features: Noisy Image Modeling Provides Adversarial Defense Zunzhi You Daochang Liu Bohyung Han Chang Xu AAML VLM 54 4 0 02 Feb 2023
SimMTM: A Simple Pre-Training Framework for Masked Time-Series Modeling Jiaxiang Dong Haixu Wu Haoran Zhang Li Zhang Jianmin Wang Mingsheng Long AI4TS 40 83 0 02 Feb 2023
Aerial Image Object Detection With Vision Transformer Detector (ViTDet) Liya Wang A. Tien 54 7 0 28 Jan 2023
Understanding Self-Supervised Pretraining with Part-Aware Representation Learning Jie Zhu Jiyang Qi Mingyu Ding Xiaokang Chen Ping Luo Xinggang Wang Wenyu Liu Leye Wang Jingdong Wang SSL 38 8 0 27 Jan 2023
Compact Transformer Tracker with Correlative Masked Modeling Zikai Song Run Luo Junqing Yu Yi-Ping Phoebe Chen Wei Yang ViT 30 57 0 26 Jan 2023
Self-Supervised Learning from Images with a Joint-Embedding Predictive Architecture Mahmoud Assran Quentin Duval Ishan Misra Piotr Bojanowski Pascal Vincent Michael G. Rabbat Yann LeCun Nicolas Ballas SSL AI4TS MDE 35 326 0 19 Jan 2023
Vision Learners Meet Web Image-Text Pairs Bingchen Zhao Quan Cui Hao Wu Osamu Yoshie Cheng Yang Oisin Mac Aodha VLM 34 5 0 17 Jan 2023
RILS: Masked Visual Reconstruction in Language Semantic Space Shusheng Yang Yixiao Ge Kun Yi Dian Li Ying Shan Xiaohu Qie Xinggang Wang CLIP 43 11 0 17 Jan 2023
A Survey on Self-supervised Learning: Algorithms, Applications, and Future Trends Jie Gui Tuo Chen Jing Zhang Qiong Cao Zhe Sun Haoran Luo Dacheng Tao 33 130 0 13 Jan 2023
Designing BERT for Convolutional Networks: Sparse and Hierarchical Masked Modeling Keyu Tian Yi-Xin Jiang Qishuai Diao Chen Lin Liwei Wang Zehuan Yuan 36 101 0 09 Jan 2023
All in Tokens: Unifying Output Space of Visual Tasks via Soft Token Jia Ning Chen Li Zheng-Wei Zhang Zigang Geng Qi Dai Kun He Han Hu 56 44 0 05 Jan 2023
Infomaxformer: Maximum Entropy Transformer for Long Time-Series Forecasting Problem Peiwang Tang Xianchao Zhang AI4TS 45 3 0 04 Jan 2023
Semi-MAE: Masked Autoencoders for Semi-supervised Vision Transformers Haojie Yu Kangnian Zhao Xiaoming Xu ViT 31 1 0 04 Jan 2023
TinyMIM: An Empirical Study of Distilling MIM Pre-trained Models Sucheng Ren Fangyun Wei Zheng-Wei Zhang Han Hu 42 35 0 03 Jan 2023
Policy Pre-training for Autonomous Driving via Self-supervised Geometric Modeling Peng Wu Li Chen Hongyang Li Xiaosong Jia Junchi Yan Yu Qiao 105 28 0 03 Jan 2023
ConvNeXt V2: Co-designing and Scaling ConvNets with Masked Autoencoders Sanghyun Woo Shoubhik Debnath Ronghang Hu Xinlei Chen Zhuang Liu In So Kweon Saining Xie SyDa 88 729 0 02 Jan 2023
Disjoint Masking with Joint Distillation for Efficient Masked Image Modeling Xin Ma Chang-Shu Liu Chunyu Xie Long Ye Yafeng Deng Xiang Ji 35 9 0 31 Dec 2022