lucidrains / contrastive-learnerLinks
A simple to use pytorch wrapper for contrastive self-supervised learning on any neural network
☆142Updated 4 years ago
Alternatives and similar repositories for contrastive-learner
Users that are interested in contrastive-learner are comparing it to the libraries listed below
Sorting:
- Implementation of Barlow Twins paper☆99Updated 2 years ago
- Experiments with supervised contrastive learning methods with different loss functions☆220Updated 2 years ago
- Implementation of Nyström Self-attention, from the paper Nyströmformer☆135Updated 3 months ago
- Implementation of Pixel-level Contrastive Learning, proposed in the paper "Propagate Yourself", in Pytorch☆259Updated 4 years ago
- NeurIPS 2020, Debiased Contrastive Learning☆282Updated 2 years ago
- Official PyTorch implementation of the paper "Self-Supervised Relational Reasoning for Representation Learning", NeurIPS 2020 Spotlight.☆143Updated last year
- Axial Positional Embedding for Pytorch☆81Updated 4 months ago
- Whitening for Self-Supervised Representation Learning | Official repository☆129Updated 2 years ago
- The official repository for "Intermediate Layers Matter in Momentum Contrastive Self Supervised Learning" paper.☆40Updated 3 years ago
- ☆58Updated 3 years ago
- [NeurIPS 2021] Official codes for "Efficient Training of Visual Transformers with Small Datasets".☆144Updated 5 months ago
- MODALS: Modality-agnostic Automated Data Augmentation in the Latent Space☆41Updated 4 years ago
- EsViT: Efficient self-supervised Vision Transformers☆413Updated last year
- Implementation of Online Label Smoothing in PyTorch☆94Updated 2 years ago
- Code for the paper "Calibrating Deep Neural Networks using Focal Loss"☆161Updated last year
- Pytorch implementation of "A Simple Framework for Contrastive Learning of Visual Representations"☆82Updated last year
- An essential implementation of BYOL in PyTorch + PyTorch Lightning☆51Updated 3 years ago
- Unofficial Pytorch code for "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence" in NeurIPS'20. This repo co…☆190Updated 4 years ago
- Code used in "Understanding Dimensional Collapse in Contrastive Self-supervised Learning" paper.☆77Updated 2 years ago
- TensorFlow implementation of "Unsupervised Learning of Visual Features by Contrasting Cluster Assignments".☆86Updated 2 years ago
- VICRegL official code base☆229Updated 2 years ago
- Code release for "Semi-supervised learning made simple with self-supervised clustering"☆58Updated 2 years ago
- Exemplar VAE: Linking Generative Models, Nearest Neighbor Retrieval, and Data Augmentation☆69Updated 4 years ago
- Code to train the SimSiam model on cifar10 using PyTorch☆41Updated 3 years ago
- Hyperbolic Vision Transformers: Combining Improvements in Metric Learning | Official repository☆197Updated 3 years ago
- A Domain-Agnostic Benchmark for Self-Supervised Learning☆107Updated 2 years ago
- An education step by step implementation of SimCLR that accompanies the blogpost☆32Updated 3 years ago
- A PyTorch reproduction of 'A Simple Framework for Contrastive Learning of Visual Representations' by Ting Chen, et al.☆48Updated last year
- ☆93Updated 4 years ago
- Implementation of popular SOTA self-supervised learning algorithms as Fastai Callbacks.☆321Updated 2 years ago