p-giakoumoglou / pyssl
Self-Supervised Learning in PyTorch
☆135Updated last year
Alternatives and similar repositories for pyssl:
Users that are interested in pyssl are comparing it to the libraries listed below
- ☆64Updated 5 months ago
- Probing the representations of Vision Transformers.☆321Updated 2 years ago
- Uncertainty-aware representation learning (URL) benchmark☆102Updated last week
- ☆200Updated last year
- FFCV-SSL Fast Forward Computer Vision for Self-Supervised Learning.☆206Updated last year
- ☆66Updated 2 months ago
- PyTorch code for hierarchical k-means -- a data curation method for self-supervised learning☆148Updated 9 months ago
- A Python package housing a collection of deep-learning multi-modal data fusion method pipelines! From data loading, to training, to evalu…☆176Updated 3 weeks ago
- [BMVC 2022] Official repository for "How to Train Vision Transformer on Small-scale Datasets?"☆149Updated last year
- ☆183Updated last year
- A summarization of Transformer-based architectures for CV tasks, including image classification, object detection, segmentation, and Few-…☆108Updated 2 years ago
- VICRegL official code base☆226Updated 2 years ago
- [NeurIPS 2024] Code for the paper: B-cosification: Transforming Deep Neural Networks to be Inherently Interpretable.☆30Updated this week
- Easy to use class balanced cross entropy and focal loss implementation for Pytorch☆94Updated 3 months ago
- Representation Learning MSc course Summer Semester 2023☆74Updated last year
- Official PyTorch implementation of improved B-cos models☆47Updated last year
- Conference schedule, top papers, and analysis of the data for NeurIPS 2023!☆119Updated last year
- Visualizing representations with diffusion based conditional generative model.☆90Updated last year
- Masked Siamese Networks for Label-Efficient Learning (https://arxiv.org/abs/2204.07141)☆455Updated 2 years ago
- An education step by step implementation of SimCLR that accompanies the blogpost☆32Updated 2 years ago
- A modular PyTorch library for vision transformer models☆162Updated last year
- Timm model explorer☆38Updated 11 months ago
- Estimate dataset difficulty and detect label mistakes using reconstruction error ratios!☆22Updated 2 months ago
- Visualizer for PyTorch image models☆44Updated 3 years ago
- The M2L school 2022 tutorials☆36Updated 2 years ago
- 👋 Code for : "CRAFT: Concept Recursive Activation FacTorization for Explainability" (CVPR 2023)☆62Updated last year
- Official implementation of our paper "CNN-JEPA: Self-Supervised Pretraining Convolutional Neural Networks Using Joint Embedding Predictiv…☆15Updated 6 months ago
- Code release for "Dropout Reduces Underfitting"☆312Updated last year
- A curated list of papers that released datasets along with their work☆125Updated 5 months ago
- B-cos Networks: Alignment is All we Need for Interpretability☆107Updated last year