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awesome-self-supervised-multimodal-learning

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

Last synced: 7 days ago
JSON representation

Programming Languages
Python 9 HTML 1 Jupyter Notebook 1
Categories
Applications 201 Objectives 115 Summary of Common Multimodal Datasets 59 Challenges 28 Related Survey Papers 11
Sub Categories
Healthcare 160 Instance Discrimination 53 Hybrid 32 Image-Text Datasets 24 Robustness/Fairness 23 Masked Prediction 20 Video-Text Datasets 16 Video-Audio Datasets 10 Clustering 10 Machine Translation 9 Auto-driving 9 Remote Sensing 9 State Representation Learning 7 Robotics 7 Resources 5 Image-Ridar Datasets 4 Point Cloud Datasets 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