chingyaoc / DCLLinks
NeurIPS 2020, Debiased Contrastive Learning
☆282Updated 2 years ago
Alternatives and similar repositories for DCL
Users that are interested in DCL are comparing it to the libraries listed below
Sorting:
- ICLR 2021, Contrastive Learning with Hard Negative Samples☆270Updated 3 years ago
- Awesome Contrastive Learning for CV & NLP☆163Updated 3 years ago
- Whitening for Self-Supervised Representation Learning | Official repository☆129Updated 2 years ago
- Open source code for paper "Understanding Contrastive Representation Learning through Alignment and Uniformity on the Hypersphere" ICML 2…☆447Updated 2 years ago
- "Automatically Discovering and Learning New Visual Categories with Ranking Statistics" by Kai Han, Sylvestre-Alvise Rebuffi, Sebastien Eh…☆229Updated 5 years ago
- Learning deep representations by mutual information estimation and maximization☆324Updated 6 years ago
- A PyTorch converter for SimCLR checkpoints☆108Updated 4 years ago
- PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"☆593Updated last month
- Official PyTorch implementation of the paper "Self-Supervised Relational Reasoning for Representation Learning", NeurIPS 2020 Spotlight.☆143Updated last year
- Self-labelling via simultaneous clustering and representation learning. (ICLR 2020)☆541Updated 10 months ago
- Public repo for Augmented Multiscale Deep InfoMax representation learning☆400Updated 4 years ago
- PyTorch implementation of the paper "Generalized Cross Entropy Loss for Training Deep Neural Networks with Noisy Labels" in NIPS 2018☆128Updated 5 years ago
- PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning☆492Updated 3 years ago
- Un-Mix: Rethinking Image Mixtures for Unsupervised Visual Representation Learning.☆151Updated 2 years ago
- Implementation of Barlow Twins paper☆99Updated 2 years ago
- Code for the paper "A unifying mutual information view of metric learning: cross-entropy vs. pairwise losses" (ECCV 2020 - Spotlight)☆168Updated 2 years ago
- [ICLR 2021 Spotlight] Code release for "Long-tailed Recognition by Routing Diverse Distribution-Aware Experts."☆272Updated 2 years ago
- Supplementary code for the paper "Hyperbolic Image Embeddings".☆376Updated 3 years ago
- ☆129Updated 2 years ago
- PyTorch implementation of “Negative Margin Matters: Understanding Margin in Few-shot Classification”☆150Updated 4 years ago
- PyTorch implementation of SimCLR: supports multi-GPU training and closely reproduces results☆206Updated last year
- Pytorch implementation of "A Simple Framework for Contrastive Learning of Visual Representations"☆82Updated last year
- Self-Supervised Learning for OOD Detection (NeurIPS 2019)☆266Updated 4 years ago
- Reproduction of Momentum Contrast for Unsupervised Visual Representation Learning☆120Updated 10 months ago
- Official code for the CVPR 2021 paper "How Well Do Self-Supervised Models Transfer?"☆184Updated last year
- Official Implementation of Early-Learning Regularization Prevents Memorization of Noisy Labels☆296Updated 2 years ago
- Experiments with supervised contrastive learning methods with different loss functions☆220Updated 2 years ago
- Pretrained SimCLRv2 models in Pytorch☆105Updated 4 years ago
- Official implementation of "Pseudo-Labeling and Confirmation Bias in Deep Semi-Supervised Learning"☆153Updated 4 years ago
- Code for Unsupervised Embedding Learning via Invariant and Spreading Instance Feature☆210Updated 5 years ago