Hacker News with Generative AI: Self-Supervised Learning

LightlyTrain: Better Vision Models, Faster – No Labels Needed (github.com/lightly-ai)
LightlyTrain brings self-supervised pretraining to real-world computer vision pipelines, using your unlabeled data to reduce labeling costs and speed up model deployment.
Computer Vision, Machine Learning, AI, Self-Supervised Learning
30 points by michal-l 199 days ago | 11 comments
Self-Supervised Learning from Images with JEPA (2023) (arxiv.org)
This paper demonstrates an approach for learning highly semantic image representations without relying on hand-crafted data-augmentations.
Self-Supervised Learning, Computer Vision, Image Recognition, Artificial Intelligence, Deep Learning
40 points by Brysonbw 216 days ago | 10 comments
Self-Supervised Learning for Videos (lightly.ai)
Self-Supervised Learning, Videos, Machine Learning, Computer Vision
91 points by sauravmaheshkar 436 days ago | 8 comments