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
Exploring scalable medical image encoders beyond text supervision Fernando Pérez-García Harshita Sharma Sam Bond-Taylor Kenza Bouzid Valentina Salvatelli ... Maria T. A. Wetscherek Noel C. F. Codella Stephanie L. Hyland Javier Alvarez-Valle Ozan Oktay LM&MA MedIm 50 26 0 19 Jan 2024
Reconstructing the Invisible: Video Frame Restoration through Siamese Masked Conditional Variational Autoencoder Yongchen Zhou Richard Jiang 24 0 0 18 Jan 2024
Adversarial Masking Contrastive Learning for vein recognition Huafeng Qin Yiquan Wu M. El-Yacoubi Jun Wang Guangxiang Yang MedIm 34 0 0 16 Jan 2024
Forging Vision Foundation Models for Autonomous Driving: Challenges, Methodologies, and Opportunities Xu Yan Haiming Zhang Yingjie Cai Jingming Guo Weichao Qiu ... Lihui Jiang Wei Zhang Hongbo Zhang Dengxin Dai Bingbing Liu 56 17 0 16 Jan 2024
Exploring Masked Autoencoders for Sensor-Agnostic Image Retrieval in Remote Sensing Jakob Hackstein Gencer Sumbul Kai Norman Clasen Begüm Demir 38 7 0 15 Jan 2024
Graph Transformer GANs with Graph Masked Modeling for Architectural Layout Generation Hao Tang Ling Shao N. Sebe Luc Van Gool 34 5 0 15 Jan 2024
MIMIC: Mask Image Pre-training with Mix Contrastive Fine-tuning for Facial Expression Recognition Fan Zhang Xiaobao Guo Xiaojiang Peng Alex C. Kot 27 0 0 14 Jan 2024
Transformer for Object Re-Identification: A Survey Mang Ye Shuo Chen Chenyue Li Wei-Shi Zheng David J. Crandall Bo Du ViT 98 13 0 13 Jan 2024
A Study on Self-Supervised Pretraining for Vision Problems in Gastrointestinal Endoscopy Edward Sanderson B. Matuszewski 23 2 0 11 Jan 2024
Motion Guided Token Compression for Efficient Masked Video Modeling Yukun Feng Yangming Shi Fengze Liu Tan Yan 43 0 0 10 Jan 2024
CrisisViT: A Robust Vision Transformer for Crisis Image Classification Zijun Long R. McCreadie Muhammad Imran 96 9 0 05 Jan 2024
BA-SAM: Scalable Bias-Mode Attention Mask for Segment Anything Model Yiran Song Qianyu Zhou Hefei Ling Deng-Ping Fan Xuequan Lu Lizhuang Ma VLM 38 14 0 04 Jan 2024
SyCoCa: Symmetrizing Contrastive Captioners with Attentive Masking for Multimodal Alignment Ziping Ma Furong Xu Jian Liu Ming Yang Qingpei Guo VLM 42 3 0 04 Jan 2024
Data-Centric Foundation Models in Computational Healthcare: A Survey Yunkun Zhang Jin Gao Zheling Tan Lingfeng Zhou Kexin Ding Mu Zhou Shaoting Zhang Dequan Wang AI4CE 39 22 0 04 Jan 2024
Skeleton2vec: A Self-supervised Learning Framework with Contextualized Target Representations for Skeleton Sequence Ruizhuo Xu Linzhi Huang Mei Wang Jiani Hu Weihong Deng ViT MedIm 35 1 0 01 Jan 2024
Masked Modeling for Self-supervised Representation Learning on Vision and Beyond Siyuan Li Luyuan Zhang Zedong Wang Di Wu Lirong Wu ... Jun Xia Cheng Tan Yang Liu Baigui Sun Stan Z. Li SSL 42 14 0 31 Dec 2023
Analyzing Local Representations of Self-supervised Vision Transformers Ani Vanyan Alvard Barseghyan Hakob Tamazyan Vahan Huroyan Hrant Khachatrian Martin Danelljan 42 3 0 31 Dec 2023
Morphing Tokens Draw Strong Masked Image Models Taekyung Kim Byeongho Heo Dongyoon Han 54 3 0 30 Dec 2023
Visual Point Cloud Forecasting enables Scalable Autonomous Driving Zetong Yang Li Chen Yanan Sun Hongyang Li 3DPC 27 40 0 29 Dec 2023
Learning Vision from Models Rivals Learning Vision from Data Yonglong Tian Lijie Fan Kaifeng Chen Dina Katabi Dilip Krishnan Phillip Isola 27 45 0 28 Dec 2023
Learning to Embed Time Series Patches Independently Seunghan Lee Taeyoung Park Kibok Lee SSL AI4TS 28 27 0 27 Dec 2023
Soft Contrastive Learning for Time Series Seunghan Lee Taeyoung Park Kibok Lee AI4TS 27 19 0 27 Dec 2023
Bootstrap Masked Visual Modeling via Hard Patches Mining Haochen Wang Junsong Fan Yuxi Wang Kaiyou Song Tiancai Wang Xiangyu Zhang Zhaoxiang Zhang 42 5 0 21 Dec 2023
Continual-MAE: Adaptive Distribution Masked Autoencoders for Continual Test-Time Adaptation Jiaming Liu Ran Xu Senqiao Yang Renrui Zhang Qizhe Zhang Zehui Chen Yandong Guo Shanghang Zhang TTA 35 10 0 19 Dec 2023
How to Efficiently Annotate Images for Best-Performing Deep Learning Based Segmentation Models: An Empirical Study with Weak and Noisy Annotations and Segment Anything Model Yixin Zhang Shen Zhao Han Gu Maciej Mazurowski VLM 43 4 0 17 Dec 2023
Semantic-Aware Autoregressive Image Modeling for Visual Representation Learning Kaiyou Song Shan Zhang Tong Wang VLM 31 2 0 16 Dec 2023
SeiT++: Masked Token Modeling Improves Storage-efficient Training Min-Seob Lee Song Park Byeongho Heo Dongyoon Han Hyunjung Shim MQ VLM 26 1 0 15 Dec 2023
ZeroRF: Fast Sparse View 360° Reconstruction with Zero Pretraining Ruoxi Shi Xinyue Wei Cheng Wang Hao Su 41 16 0 14 Dec 2023
VMT-Adapter: Parameter-Efficient Transfer Learning for Multi-Task Dense Scene Understanding Yi Xin Junlong Du Qiang Wang Zhiwen Lin Ke Yan VPVLM 92 49 0 14 Dec 2023
Semi-supervised Semantic Segmentation Meets Masked Modeling:Fine-grained Locality Learning Matters in Consistency Regularization W. Pan Zhe Xu Jiangpeng Yan Zihan Wu R. Tong Xiu Li Jianhua Yao ISeg 28 1 0 14 Dec 2023
ERASE: Error-Resilient Representation Learning on Graphs for Label Noise Tolerance Ling-Hao Chen Yuanshuo Zhang Taohua Huang Liangcai Su Zeyi Lin Xi Xiao Xiaobo Xia Tongliang Liu NoLa 33 9 0 13 Dec 2023
PAD: Self-Supervised Pre-Training with Patchwise-Scale Adapter for Infrared Images Tao Zhang Kun Ding Jinyong Wen Yu Xiong Zeyu Zhang Shiming Xiang Chunhong Pan 30 3 0 13 Dec 2023
LMD: Faster Image Reconstruction with Latent Masking Diffusion Zhiyuan Ma Zhihuan Yu Jianjun Li Bowen Zhou DiffM 24 8 0 13 Dec 2023
4M: Massively Multimodal Masked Modeling David Mizrahi Roman Bachmann Ouguzhan Fatih Kar Teresa Yeo Mingfei Gao Afshin Dehghan Amir Zamir MLLM 50 64 0 11 Dec 2023
The Counterattack of CNNs in Self-Supervised Learning: Larger Kernel Size might be All You Need Tianjin Huang Tianlong Chen Zhangyang Wang Shiwei Liu 32 1 0 09 Dec 2023
MIMIR: Masked Image Modeling for Mutual Information-based Adversarial Robustness Xiaoyun Xu Shujian Yu Jingzheng Wu S. Picek AAML 35 0 0 08 Dec 2023
Towards Enhanced Image Inpainting: Mitigating Unwanted Object Insertion and Preserving Color Consistency Yikai Wang Chenjie Cao Yanwei Fu Ke Fan Xiangyang Xue Yanwei Fu DiffM 53 2 0 08 Dec 2023
Augmentation-Free Dense Contrastive Knowledge Distillation for Efficient Semantic Segmentation Jiawei Fan Chao Li Xiaolong Liu Meina Song Anbang Yao 28 5 0 07 Dec 2023
A brief introduction to a framework named Multilevel Guidance-Exploration Network Guoqing Yang Zhiming Luo Jianzhe Gao Yingxin Lai Kun Yang Yifan He Shaozi Li 3DH 29 0 0 07 Dec 2023
Low-shot Object Learning with Mutual Exclusivity Bias Anh Thai Ahmad Humayun Stefan Stojanov Zixuan Huang Bikram Boote James M. Rehg 40 2 0 06 Dec 2023
Learning Cortical Anomaly through Masked Encoding for Unsupervised Heterogeneity Mapping Hao-Chun Yang Ole A. Andreassen Lars T. Westlye A. Marquand Christian F. Beckmann T. Wolfers 18 1 0 05 Dec 2023
Unsupervised Video Domain Adaptation with Masked Pre-Training and Collaborative Self-Training Arun V. Reddy William Paul Corban Rivera Ketul Shah Celso M. de Melo Rama Chellappa 37 4 0 05 Dec 2023
Rejuvenating image-GPT as Strong Visual Representation Learners Sucheng Ren Zeyu Wang Hongru Zhu Junfei Xiao Alan L. Yuille Cihang Xie VLM 57 7 0 04 Dec 2023
Multi-task Image Restoration Guided By Robust DINO Features Xin Lin Chao Ren Kelvin C. K. Chan Lu Qi Jinshan Pan Ming-Hsuan Yang 37 2 0 04 Dec 2023
Local Masking Meets Progressive Freezing: Crafting Efficient Vision Transformers for Self-Supervised Learning Utku Mert Topcuoglu Erdem Akagündüz 43 1 0 02 Dec 2023
Unveiling the Power of Audio-Visual Early Fusion Transformers with Dense Interactions through Masked Modeling Shentong Mo Pedro Morgado 27 13 0 02 Dec 2023
Sequential Modeling Enables Scalable Learning for Large Vision Models Yutong Bai Xinyang Geng K. Mangalam Amir Bar Alan Yuille Trevor Darrell Jitendra Malik Alexei A. Efros MLLM VLM 22 156 0 01 Dec 2023
EfficientSAM: Leveraged Masked Image Pretraining for Efficient Segment Anything Yunyang Xiong Bala Varadarajan Lemeng Wu Xiaoyu Xiang Fanyi Xiao ... Dilin Wang Fei Sun Forrest N. Iandola Raghuraman Krishnamoorthi Vikas Chandra VLM 42 140 0 01 Dec 2023
Learning Anatomically Consistent Embedding for Chest Radiography Ziyu Zhou Haozhe Luo Jiaxuan Pang Xiaowei Ding Michael B. Gotway Jianming Liang SSL 17 5 0 01 Dec 2023
BIM: Block-Wise Self-Supervised Learning with Masked Image Modeling Yixuan Luo Mengye Ren Sai Qian Zhang 28 0 0 28 Nov 2023