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Awesome-MIM

[Survey] Masked Modeling for Self-supervised Representation Learning on Vision and Beyond (https://arxiv.org/abs/2401.00897)
https://github.com/Lupin1998/Awesome-MIM

Last synced: about 9 hours ago
JSON representation

Programming Languages
Python 4
Categories
Fundamental MIM Methods 148 MIM for CV Downstream Tasks 93 Analysis and Understanding of Masked Modeling 16 AI for Science 15 Audio and Speech 12 Neuroscience Learning 4 Introduction 3 Reinforcement Learning 3 Survey 2 Tabular Data 2 Contribution 1 Related Project 1
Sub Categories
MIM for Transformers 71 Video Rrepresentation 35 Physics 30 Image Generation 28 3D Representation Learning 20 MIM with Constrastive Learning 15 Depth Estimation 13 MIM for Multi-Modality 12 Protein 12 MIM for Transformers and CNNs 9 Object Detection and Segmentation 8 MIM with Advanced Masking 8 Medical Image 7 Remote Sensing Image 7 Efficient Fine-tuning 5 MIM for Vision Generalist Model 5 Knowledge Distillation and Few-shot Classification 4 Scene Text Recognition (OCR) 3 Low-level Vision 2 Chemistry 1 Paper List of Masked Image Modeling 1 Face Recognition 1
Keywords
protein-protein-interaction 1 prompt-leaning 1 mutational-effect-prediction 1 antibody-optimization 1