Facebook segments objects in image or video with no supervision
Facebook segments objects in image or video with no supervision
Advancing the state of the art in computer vision with self-supervised Transformers and 10x more efficient training
Facebook AI blog https://ai.facebook.com/blog/dino-paws-computer-vision-with-self-supervised-transformers-and-10x-more-efficient-training
Emerging Properties in Self-Supervised Vision Transformers (DINO)
arXiv paper abstract https://arxiv.org/abs/2104.14294
arXiv PDF paper https://arxiv.org/pdf/2104.14294.pdf
Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting View Assignments with Support Samples (PAWS faster training)
arXiv paper abstract https://arxiv.org/abs/2104.13963
arXiv PDF paper https://arxiv.org/pdf/2104.13963.pdf
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