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
CMID: A Unified Self-Supervised Learning Framework for Remote Sensing Image Understanding Dilxat Muhtar Xue-liang Zhang Pengfeng Xiao Zhenshi Li Feng-Xue Gu SSL 45 50 0 19 Apr 2023
DCELANM-Net:Medical Image Segmentation based on Dual Channel Efficient Layer Aggregation Network with Learner Cheng Lu Z. Xia Krzysztof Przystupa Orest Kochan J. Su MedIm 23 10 0 19 Apr 2023
Zoom-VQA: Patches, Frames and Clips Integration for Video Quality Assessment Kai Zhao Kun Yuan Ming-Ting Sun Xingsen Wen 21 20 0 13 Apr 2023
Hard Patches Mining for Masked Image Modeling Haochen Wang Kaiyou Song Junsong Fan Yuxi Wang Jin Xie Zhaoxiang Zhang 37 59 0 12 Apr 2023
Learning Transferable Pedestrian Representation from Multimodal Information Supervision Li-Na Bao Longhui Wei Xiaoyu Qiu Wen-gang Zhou Houqiang Li Qi Tian SSL 42 5 0 12 Apr 2023
MoMo: A shared encoder Model for text, image and multi-Modal representations Rakesh Chada Zhao-Heng Zheng P. Natarajan ViT 21 4 0 11 Apr 2023
A Billion-scale Foundation Model for Remote Sensing Images Keumgang Cha Junghoon Seo Taekyung Lee 38 64 0 11 Apr 2023
Mask-Based Modeling for Neural Radiance Fields Ganlin Yang Guoqiang Wei Zhizheng Zhang Yan Lu Dong Liu AI4CE 21 1 0 11 Apr 2023
Diffusion Models as Masked Autoencoders Chen Wei K. Mangalam Po-Yao (Bernie) Huang Yanghao Li Haoqi Fan Hu Xu Huiyu Wang Cihang Xie Alan Yuille Christoph Feichtenhofer DiffM SyDa 36 48 0 06 Apr 2023
From Saliency to DINO: Saliency-guided Vision Transformer for Few-shot Keypoint Detection Changsheng Lu Hao Zhu Piotr Koniusz 48 11 0 06 Apr 2023
Disentangled Pre-training for Image Matting Yan-Da Li Zilong Huang Gang Yu Ling-Hao Chen Yunchao Wei Jianbo Jiao 28 0 0 03 Apr 2023
Multi-Modal Representation Learning with Text-Driven Soft Masks Jaeyoo Park Bohyung Han SSL 30 4 0 03 Apr 2023
Mask Hierarchical Features For Self-Supervised Learning Fenggang Liu Yangguang Li Feng Liang Jilan Xu Bin Huang Jing Shao 21 0 0 01 Apr 2023
DIME-FM: DIstilling Multimodal and Efficient Foundation Models Ximeng Sun Pengchuan Zhang Peizhao Zhang Hardik Shah Kate Saenko Xide Xia VLM 30 20 0 31 Mar 2023
LaCViT: A Label-aware Contrastive Fine-tuning Framework for Vision Transformers Zijun Long Zaiqiao Meng Gerardo Aragon Camarasa R. McCreadie VLM 42 5 0 31 Mar 2023
Whether and When does Endoscopy Domain Pretraining Make Sense? Dominik Batić Felix Holm Ege Özsoy Tobias Czempiel Nassir Navab 20 7 0 30 Mar 2023
Beyond Appearance: a Semantic Controllable Self-Supervised Learning Framework for Human-Centric Visual Tasks Weihua Chen Xianzhe Xu Jian Jia Haowen Luo Yaohua Wang F. Wang Rong Jin Xiuyu Sun SSL 39 94 0 30 Mar 2023
PoseFormerV2: Exploring Frequency Domain for Efficient and Robust 3D Human Pose Estimation Qi-jun Zhao Ce Zheng Mengyuan Liu Pichao Wang Chong Chen ViT 25 87 0 30 Mar 2023
Complementary Random Masking for RGB-Thermal Semantic Segmentation Ukcheol Shin Kyunghyun Lee In So Kweon Jean Oh 32 20 0 30 Mar 2023
PMatch: Paired Masked Image Modeling for Dense Geometric Matching Shengjie Zhu Xiaoming Liu 40 24 0 30 Mar 2023
Masked Autoencoders as Image Processors Huiyu Duan Wei Shen Xiongkuo Min Danyang Tu Long Teng Jia Wang Guangtao Zhai ViT 38 11 0 30 Mar 2023
Mixed Autoencoder for Self-supervised Visual Representation Learning Kai Chen Zhili Liu Lanqing Hong Hang Xu Zhenguo Li Dit-Yan Yeung SSL 30 43 0 30 Mar 2023
ImageNet-E: Benchmarking Neural Network Robustness via Attribute Editing Xiaodan Li YueFeng Chen Yao Zhu Shuhui Wang Rong Zhang Hui Xue 34 24 0 30 Mar 2023
VideoMAE V2: Scaling Video Masked Autoencoders with Dual Masking Limin Wang Bingkun Huang Zhiyu Zhao Zhan Tong Yinan He Yi Wang Yali Wang Yu Qiao VGen 73 329 0 29 Mar 2023
Unmasked Teacher: Towards Training-Efficient Video Foundation Models Kunchang Li Yali Wang Yizhuo Li Yi Wang Yinan He Limin Wang Yu Qiao VGen 57 156 0 28 Mar 2023
Mask and Restore: Blind Backdoor Defense at Test Time with Masked Autoencoder Tao Sun Lu Pang Chao Chen Haibin Ling AAML 45 9 0 27 Mar 2023
SEM-POS: Grammatically and Semantically Correct Video Captioning Asmar Nadeem A. Hilton R. Dawes Graham A. Thomas A. Mustafa 27 8 0 26 Mar 2023
BlackVIP: Black-Box Visual Prompting for Robust Transfer Learning Changdae Oh Hyeji Hwang Hee-young Lee Yongtaek Lim Geunyoung Jung Jiyoung Jung Hosik Choi Kyungwoo Song VLM VPVLM 85 57 0 26 Mar 2023
Masked Scene Contrast: A Scalable Framework for Unsupervised 3D Representation Learning Xiaoyang Wu Xin Wen Xihui Liu Hengshuang Zhao 3DPC 122 40 0 24 Mar 2023
MV-JAR: Masked Voxel Jigsaw and Reconstruction for LiDAR-Based Self-Supervised Pre-Training Runsen Xu Tai Wang Wenwei Zhang Runjian Chen Jinkun Cao Jiangmiao Pang Dahua Lin 3DPC 39 30 0 23 Mar 2023
The effectiveness of MAE pre-pretraining for billion-scale pretraining Mannat Singh Quentin Duval Kalyan Vasudev Alwala Haoqi Fan Vaibhav Aggarwal ... Piotr Dollár Christoph Feichtenhofer Ross B. Girshick Rohit Girdhar Ishan Misra LRM 126 63 0 23 Mar 2023
Masked Image Training for Generalizable Deep Image Denoising Haoyu Chen Jinjin Gu Yihao Liu Salma Abdel Magid Chao Dong Qiong Wang Hanspeter Pfister Lei Zhu 27 63 0 23 Mar 2023
Test-time Detection and Repair of Adversarial Samples via Masked Autoencoder Yun-Yun Tsai Ju-Chin Chao Albert Wen Zhaoyuan Yang Chengzhi Mao Tapan Shah Junfeng Yang AAML 21 1 0 22 Mar 2023
Correlational Image Modeling for Self-Supervised Visual Pre-Training Wei Li Jiahao Xie Chen Change Loy SSL 40 10 0 22 Mar 2023
Human Pose as Compositional Tokens Zigang Geng Chunyu Wang Yixuan Wei Ze Liu Houqiang Li Han Hu 43 47 0 21 Mar 2023
EVA-02: A Visual Representation for Neon Genesis Yuxin Fang Quan-Sen Sun Xinggang Wang Tiejun Huang Xinlong Wang Yue Cao VLM ViT CLIP 42 261 0 20 Mar 2023
GeoMIM: Towards Better 3D Knowledge Transfer via Masked Image Modeling for Multi-view 3D Understanding Jihao Liu Tai Wang Boxiao Liu Qihang Zhang Yu Liu Hongsheng Li 38 16 0 20 Mar 2023
HybridMIM: A Hybrid Masked Image Modeling Framework for 3D Medical Image Segmentation Zhaohu Xing Lei Zhu Lequan Yu Zhiheng Xing Liang Wan 39 8 0 18 Mar 2023
Dual-path Adaptation from Image to Video Transformers Jungin Park Jiyoung Lee Kwanghoon Sohn ViT 21 37 0 17 Mar 2023
Denoising Diffusion Autoencoders are Unified Self-supervised Learners Weilai Xiang Hongyu Yang Di Huang Yunhong Wang DiffM 30 71 0 17 Mar 2023
MAPSeg: Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding and Pseudo-Labeling Xuzhe Zhang Yu-Hsun Wu S. Entringer H. Simhan Jia Guo ... A. Jackowski Haifeng Li J. Posner Andrew F. Laine Yun Wang OOD 20 11 0 16 Mar 2023
Real Face Foundation Representation Learning for Generalized Deepfake Detection Liang Shi Jie Zhang Shiguang Shan CVBM 43 7 0 15 Mar 2023
PiMAE: Point Cloud and Image Interactive Masked Autoencoders for 3D Object Detection Anthony Chen Kevin Zhang Renrui Zhang Zihan Wang Yuheng Lu Yandong Guo Shanghang Zhang 3DPC 70 61 0 14 Mar 2023
AdPE: Adversarial Positional Embeddings for Pretraining Vision Transformers via MAE+ Tianlin Li Ying Wang Ziwei Xuan Guo-Jun Qi ViT 48 3 0 14 Mar 2023
DPPMask: Masked Image Modeling with Determinantal Point Processes Junde Xu Zikai Lin Donghao Zhou Yao-Cheng Yang Xiangyun Liao Bian Wu Guangyong Chen Pheng-Ann Heng 28 1 0 13 Mar 2023
ViM: Vision Middleware for Unified Downstream Transferring Yutong Feng Biao Gong Jianwen Jiang Yiliang Lv Yujun Shen Deli Zhao Jingren Zhou 37 1 0 13 Mar 2023
Improving Masked Autoencoders by Learning Where to Mask Haijia Chen Wendong Zhang Yunbo Wang Xiaokang Yang SSL 20 20 0 12 Mar 2023
Diffusion-Based Hierarchical Multi-Label Object Detection to Analyze Panoramic Dental X-rays Ibrahim Ethem Hamamci Sezgin Er Enis Simsar Anjany Sekuboyina M. Gundogar B. Stadlinger A. Mehl Bjoern H. Menze DiffM MedIm 23 26 0 11 Mar 2023
Mimic before Reconstruct: Enhancing Masked Autoencoders with Feature Mimicking Peng Gao Renrui Zhang Rongyao Fang Ziyi Lin Hongyang Li Hongsheng Li Qiao Yu 27 18 0 09 Mar 2023
Masked Image Modeling with Local Multi-Scale Reconstruction Haoqing Wang Yehui Tang Yunhe Wang Jianyuan Guo Zhiwei Deng Kai Han 64 46 0 09 Mar 2023