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.
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 for Videos (lightly.ai)