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

GitHub https://github.com/facebookresearch/dino

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

GitHub https://github.com/facebookresearch/suncet

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