RElbers / info-nce-pytorchLinks
PyTorch implementation of the InfoNCE loss for self-supervised learning.
☆594Updated last year
Alternatives and similar repositories for info-nce-pytorch
Users that are interested in info-nce-pytorch are comparing it to the libraries listed below
Sorting:
- PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"☆600Updated 6 months ago
- PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566☆1,213Updated 2 years ago
- A comprehensive list of awesome contrastive self-supervised learning papers.☆1,289Updated last year
- Open source code for paper "Understanding Contrastive Representation Learning through Alignment and Uniformity on the Hypersphere" ICML 2…☆458Updated 3 years ago
- ICLR 2021, Contrastive Learning with Hard Negative Samples☆278Updated 4 years ago
- Pytorch reimplementation for "Gradient Surgery for Multi-Task Learning"☆374Updated 4 years ago
- This repository is an implementation for the loss function proposed in https://arxiv.org/pdf/2110.06848.pdf.☆115Updated 3 years ago
- PyTorch implementation of MoCo v3 https//arxiv.org/abs/2104.02057☆1,298Updated 3 years ago
- Pytorch implementation for t-SNE with cuda to accelerate☆336Updated 2 years ago
- A list of contrastive Learning papers☆306Updated 3 years ago
- PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)☆3,371Updated last year
- PyTorch implementation of Contrastive Learning methods☆1,994Updated 2 years ago
- Multi-task learning using uncertainty to weigh losses for scene geometry and semantics, Auxiliary Tasks in Multi-task Learning☆638Updated 5 years ago
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.☆804Updated last year
- A pytorch implementation for paper 'Exploring Simple Siamese Representation Learning'☆833Updated 3 years ago
- kmeans using PyTorch☆523Updated 2 years ago
- A collection of literature after or concurrent with Masked Autoencoder (MAE) (Kaiming He el al.).☆856Updated last year
- A PyTorch-based library for semi-supervised learning (NeurIPS'21)☆1,364Updated 2 years ago
- A Survey☆570Updated 2 years ago
- A PyTorch implementation of SimCLR based on ICML 2020 paper "A Simple Framework for Contrastive Learning of Visual Representations"☆566Updated 5 years ago
- PyTorch Re-Implementation of "The Sparsely-Gated Mixture-of-Experts Layer" by Noam Shazeer et al. https://arxiv.org/abs/1701.06538☆1,192Updated last year
- PyTorch implementation of PiCO https://arxiv.org/abs/2201.08984☆221Updated last year
- Code for ICML2020 paper - CLUB: A Contrastive Log-ratio Upper Bound of Mutual Information☆347Updated last year
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations☆2,452Updated last year
- ☆490Updated last year
- Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch☆1,849Updated last year
- [ICCV 2021- Oral] Official PyTorch implementation for Generic Attention-model Explainability for Interpreting Bi-Modal and Encoder-Decode…☆872Updated 2 years ago
- Code for paper: DivideMix: Learning with Noisy Labels as Semi-supervised Learning☆573Updated 5 years ago
- ☆161Updated 4 months ago
- Code for the paper "Contrastive Clustering" (AAAI 2021)☆325Updated 3 years ago