jramapuram / BYOLLinks
Bootstrap Your Own Latent (BYOL) pytorch implementation using DistributedDataParallel.
☆28Updated 3 years ago
Alternatives and similar repositories for BYOL
Users that are interested in BYOL are comparing it to the libraries listed below
Sorting:
- Code for SelfAugment☆27Updated 5 years ago
- Code for reproducing experiments in "How Useful is Self-Supervised Pretraining for Visual Tasks?"☆60Updated last year
- ☆42Updated 5 years ago
- Compressing Representations for Self-Supervised Learning☆80Updated 4 years ago
- ☆24Updated 3 years ago
- [CVPR 2021] "The Lottery Tickets Hypothesis for Supervised and Self-supervised Pre-training in Computer Vision Models" Tianlong Chen, Jon…☆68Updated 3 years ago
- PyTorch implementation of "Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning" with DDP and Apex AMP☆84Updated 5 years ago
- Tensorflow implementation of S4L: Self-Supervised Semi-Supervised Learning☆95Updated 6 years ago
- Improving generalization by controlling label-noise information in neural network weights.☆40Updated 5 years ago
- Un-Mix: Rethinking Image Mixtures for Unsupervised Visual Representation Learning.☆151Updated 3 years ago
- Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations. [NeurIPS 2021]☆89Updated 4 years ago
- Unsupervised Domain Adaptation through Self-Supervision☆79Updated 4 years ago
- Regularizing Meta-Learning via Gradient Dropout☆53Updated 5 years ago
- Self-supervised Label Augmentation via Input Transformations (ICML 2020)☆107Updated 5 years ago
- Evaluating AlexNet features at various depths☆40Updated 5 years ago
- ☆57Updated 4 years ago
- PyTorch implementation of "An Ensemble of Epoch-wise Empirical Bayes for Few-shot Learning" (ECCV 2020)☆48Updated 2 years ago
- Gradient Starvation: A Learning Proclivity in Neural Networks☆61Updated 5 years ago
- Official adversarial mixup resynthesis repository☆35Updated 5 years ago
- Full implementation of the paper "Rethinking Softmax with Cross-Entropy: Neural Network Classifier as Mutual Information Estimator".☆101Updated 5 years ago
- Zero-Shot Knowledge Distillation in Deep Networks☆67Updated 3 years ago
- Official code for "Mean Shift for Self-Supervised Learning"☆56Updated 4 years ago
- [TPAMI2022 & NeurIPS2020] Official implementation of Self-Adaptive Training☆130Updated 4 years ago
- Object-aware Contrastive Learning for Debiased Scene Representation (NeurIPS 2021)☆45Updated 4 years ago
- Unified Pytorch framework for image-based self-supervised learning☆92Updated 5 years ago
- Sinkhorn Label Allocation is a label assignment method for semi-supervised self-training algorithms. The SLA algorithm is described in fu…☆53Updated 4 years ago
- ☆83Updated 2 years ago
- A PyTorch re-implementation of the paper 'Exploring Simple Siamese Representation Learning'. Reproduced the 67.8% Top1 Acc on ImageNet.☆77Updated 4 years ago
- Code for "Are labels necessary for neural architecture search"☆92Updated last year
- Differentiable Data Augmentation Library☆125Updated 3 years ago