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awesome-video-self-supervised-learning

A curated list of awesome self-supervised learning methods in videos
https://github.com/Malitha123/awesome-video-self-supervised-learning

Last synced: 6 days ago
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Programming Languages
Python 4
Categories
Citing 279 *Drawbacks in Contrastive Learning Techniques* 9 *Spatial-temporal learning* 7 *Novel Pretext Tasks* 4 *Speed and Motion* 4 *Utilizing spatial and temporal cues* 3 *Temporal Modelling and Semantic Dependencies* 3 *Background Bias* 2 *Fine-graind Feature Learning* 2 *Utilizing motion information* 2 *Learning from Frames and Videos* 1 *Dependence on labelled training data* 1 *Learning view-invariant sensory representations* 1 *Using realistic data augmentation techniques* 1 *Preserving Privacy* 1 *Temporal resolution and long-short-term characteristics* 1 *Need of Domain Knowledge* 1 *Temporal Coherence* 1 *Applying deep unsupervised embeddings* 1 Acknowledgments 1 *Supervison and Transformation* 1
Sub Categories
Contents 324
Keywords
video 2 self-supervised-learning 2 cvpr2019 2 spatiotemporal 1 pytorch 1 tensorflow 1 spatio-temporal-analysis 1 action-recognition 1