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awesome-self-supervised-multimodal-learning

A curated list of self-supervised multimodal learning resources.
https://github.com/ys-zong/awesome-self-supervised-multimodal-learning

Last synced: 4 days ago
JSON representation

Programming Languages
Python 9 HTML 1 Jupyter Notebook 1
Categories
Applications 156 Objectives 74 Summary of Common Multimodal Datasets 55 Challenges 17 Related Survey Papers 8
Sub Categories
Healthcare 128 Instance Discrimination 33 Image-Text Datasets 23 Hybrid 22 Robustness/Fairness 14 Video-Text Datasets 14 Masked Prediction 13 Video-Audio Datasets 10 State Representation Learning 7 Remote Sensing 6 Clustering 6 Machine Translation 5 Auto-driving 5 Robotics 5 Image-Ridar Datasets 3 Point Cloud Datasets 3 Resources 3 Image-Text-Audio Datasets 2
Keywords
segmentation-benchmark 1 multi-modal-segmentation 1 audio-visual-segmentation 1 audio-visual-learning 1 speech-analysis 1 image-captioning 1 computer-vision 1