SimSiam and bug fixes
SimSiam and bug fixes
SimSiam fixes
@gergopool noticed and fixed two minor issues with the SimSiam implementation! Thanks a lot 🙂
Bug fix: Embedding doesn't work with prefetch generator
Fixed the bug introduced with #748 that the embedding images with lightly didn't work when the prefetch_generator package is installed.
Models
- Bootstrap your own latent: A new approach to self-supervised Learning, 2020
- Barlow Twins: Self-Supervised Learning via Redundancy Reduction, 2021
- DINO: Emerging Properties in Self-Supervised Vision Transformers, 2021
- SimSiam: Exploring Simple Siamese Representation Learning, 2020
- MoCo: Momentum Contrast for Unsupervised Visual Representation Learning, 2019
- SimCLR: A Simple Framework for Contrastive Learning of Visual Representations, 2020
- NNCLR: Nearest-Neighbor Contrastive Learning of Visual Representations, 2021
- SwAV: Unsupervised Learning of Visual Features by Contrasting Cluster Assignments, M. Caron, 2020
Contributors
gergopool