RElbers / info-nce-pytorch
PyTorch implementation of the InfoNCE loss for self-supervised learning.
☆528Updated 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
- PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566☆1,183Updated 2 years ago
- A comprehensive list of awesome contrastive self-supervised learning papers.☆1,263Updated 6 months ago
- PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"☆581Updated 2 years ago
- PyTorch implementation of MoCo v3 https//arxiv.org/abs/2104.02057☆1,256Updated 3 years ago
- A pytorch implementation for paper 'Exploring Simple Siamese Representation Learning'☆828Updated 2 years ago
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations☆2,358Updated last year
- Open source code for paper "Understanding Contrastive Representation Learning through Alignment and Uniformity on the Hypersphere" ICML 2…☆438Updated 2 years ago
- ICLR 2021, Contrastive Learning with Hard Negative Samples☆262Updated 3 years ago
- PyTorch implementation of Contrastive Learning methods☆1,969Updated last year
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.☆781Updated 10 months ago
- PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)☆3,226Updated last year
- A PyTorch implementation of SimCLR based on ICML 2020 paper "A Simple Framework for Contrastive Learning of Visual Representations"☆552Updated 4 years ago
- This repository is an implementation for the loss function proposed in https://arxiv.org/pdf/2110.06848.pdf.☆114Updated 3 years ago
- Multi-task learning using uncertainty to weigh losses for scene geometry and semantics, Auxiliary Tasks in Multi-task Learning☆608Updated 4 years ago
- A collection of literature after or concurrent with Masked Autoencoder (MAE) (Kaiming He el al.).☆814Updated 8 months ago
- A list of contrastive Learning papers☆303Updated 2 years ago
- ☆473Updated 5 months ago
- Pytorch reimplementation for "Gradient Surgery for Multi-Task Learning"☆326Updated 3 years ago
- Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch☆1,799Updated 8 months ago
- Pytorch implementation for t-SNE with cuda to accelerate☆331Updated last year
- Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"☆771Updated last year
- ☆154Updated 2 years ago
- PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning☆490Updated 2 years ago
- ❄️🔥 Visual Prompt Tuning [ECCV 2022] https://arxiv.org/abs/2203.12119☆1,097Updated last year
- A codebase and a curated list of awesome deep long-tailed learning (TPAMI 2023).☆538Updated 3 months ago
- An up-to-date list of works on Multi-Task Learning☆332Updated 4 months ago
- [NeurIPS 2019] Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss☆664Updated 3 years ago
- A curated list of papers in Test-time Adaptation, Test-time Training and Source-free Domain Adaptation☆486Updated 9 months ago
- [arXiv 2019] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDis☆1,318Updated 4 years ago
- PyTorch implementation of Barlow Twins.☆975Updated 3 years ago