ContrastiveSR / Contrastive_Learning_Papers

Related projects ⓘ

Alternatives and complementary repositories for Contrastive_Learning_Papers

• joshr17 / HCL
  ICLR 2021, Contrastive Learning with Hard Negative Samples
  ☆251Updated 3 years ago
• ssnl / align_uniform
  Open source code for paper "Understanding Contrastive Representation Learning through Alignment and Uniformity on the Hypersphere" ICML 2…
  ☆433Updated 2 years ago
• VainF / Awesome-Contrastive-Learning
  Awesome Contrastive Learning for CV & NLP
  ☆163Updated 3 years ago
• Stomach-ache / awesome-long-tail-learning
  ☆463Updated last month
• asheeshcric / awesome-contrastive-self-supervised-learning
  A comprehensive list of awesome contrastive self-supervised learning papers.
  ☆1,227Updated 2 months ago
• salesforce / PCL
  PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"
  ☆571Updated 2 years ago
• evanzd / ICLR2021-OpenReviewData
  Crawl & visualize ICLR papers and reviews.
  ☆444Updated 2 years ago
• wangz10 / contrastive_loss
  Experiments with supervised contrastive learning methods with different loss functions
  ☆216Updated last year
• raminnakhli / Decoupled-Contrastive-Learning
  This repository is an implementation for the loss function proposed in https://arxiv.org/pdf/2110.06848.pdf.
  ☆109Updated 2 years ago
• RElbers / info-nce-pytorch
  PyTorch implementation of the InfoNCE loss for self-supervised learning.
  ☆489Updated last year
• Yunfan-Li / Contrastive-Clustering
  Code for the paper "Contrastive Clustering" (AAAI 2021)
  ☆302Updated 2 years ago
• chingyaoc / DCL
  NeurIPS 2020, Debiased Contrastive Learning
  ☆283Updated last year
• audreycs / Accepted-Papers-Lists
  Accepted Journal/Conference Paper Lists
  ☆150Updated last year
• wvangansbeke / Self-Supervised-Learning-Overview
  📜 Self-Supervised Learning from Images: Up-to-date reading list.
  ☆196Updated 2 years ago
• HobbitLong / PyContrast
  PyTorch implementation of Contrastive Learning methods
  ☆1,942Updated last year
• sthalles / PyTorch-BYOL
  PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning
  ☆479Updated 2 years ago
• EGiunchiglia / C-HMCNN
  Code for paper: "Coherent Hierarchical Multi-Label Classification Networks"
  ☆85Updated last year
• gorkemalgan / deep_learning_with_noisy_labels_literature
  This repo consists of collection of papers and repos on the topic of deep learning by noisy labels / label noise.
  ☆235Updated 3 years ago
• wutong16 / DistributionBalancedLoss
  [ ECCV 2020 Spotlight ] Pytorch implementation for "Distribution-Balanced Loss for Multi-Label Classification in Long-Tailed Datasets"
  ☆362Updated 2 years ago
• PyGCL / PyGCL
  PyGCL: A PyTorch Library for Graph Contrastive Learning
  ☆898Updated 4 months ago
• hbzju / PiCO
  PyTorch implementation of PiCO https://arxiv.org/abs/2201.08984
  ☆208Updated 9 months ago
• MLNLP-World / SimBiber
  MLNLP社区用来帮助缩短参考文献的工具。A tool for simplifying bibtex with official info
  ☆435Updated last month
• zzw-zwzhang / Awesome-of-Long-Tailed-Recognition
  A curated list of long-tailed recognition resources.
  ☆583Updated last year
• Openning07 / awesome-curriculum-learning
  some bravo or inspiring research works on the topic of curriculum learning
  ☆226Updated 2 years ago
• oneHuster / Meta-Learning-Papers
  A classified list of meta learning papers based on realm.
  ☆349Updated 2 years ago
• leftthomas / SimCLR
  A PyTorch implementation of SimCLR based on ICML 2020 paper "A Simple Framework for Contrastive Learning of Visual Representations"
  ☆541Updated 4 years ago
• mfederici / Multi-View-Information-Bottleneck
  Implementation of Multi-View Information Bottleneck
  ☆124Updated 4 years ago
• thuml / LogME
  Code release for "LogME: Practical Assessment of Pre-trained Models for Transfer Learning" (ICML 2021) and Ranking and Tuning Pre-trained…
  ☆203Updated last year
• DuaneNielsen / DeepInfomaxPytorch
  Learning deep representations by mutual information estimation and maximization
  ☆322Updated 5 years ago
• xjtushujun / meta-weight-net
  NeurIPS'19: Meta-Weight-Net: Learning an Explicit Mapping For Sample Weighting (Pytorch implementation for noisy labels).
  ☆281Updated 2 years ago