Alternatives and similar repositories for IIC

Users that are interested in IIC are comparing it to the libraries listed below

• facebookresearch / deepcluster
  Deep Clustering for Unsupervised Learning of Visual Features
  ☆1,733Updated 4 years ago
• gidariss / FeatureLearningRotNet
  ☆522Updated 2 years ago
• sebastiani / IIC
  Invariant Information Clustering for Unsupervised Image Classification and Segmentation
  ☆62Updated 5 years ago
• kanezaki / pytorch-unsupervised-segmentation
  ☆405Updated 5 years ago
• yukimasano / self-label
  Self-labelling via simultaneous clustering and representation learning. (ICLR 2020)
  ☆545Updated last year
• HobbitLong / CMC
  [arXiv 2019] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDis
  ☆1,330Updated 4 years ago
• zhirongw / lemniscate.pytorch
  Unsupervised Feature Learning via Non-parametric Instance Discrimination
  ☆757Updated 4 years ago
• wvangansbeke / Unsupervised-Classification
  SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]
  ☆1,450Updated 2 years ago
• Spijkervet / SimCLR
  PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.
  ☆803Updated last year
• kazuto1011 / grad-cam-pytorch
  PyTorch re-implementation of Grad-CAM (+ vanilla/guided backpropagation, deconvnet, and occlusion sensitivity maps)
  ☆799Updated 5 years ago
• facebookresearch / swav
  PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882
  ☆2,071Updated 2 years ago
• facebookresearch / fair_self_supervision_benchmark
  Scaling and Benchmarking Self-Supervised Visual Representation Learning
  ☆587Updated 4 years ago
• sthalles / PyTorch-BYOL
  PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning
  ☆500Updated 3 years ago
• PatrickHua / SimSiam
  A pytorch implementation for paper 'Exploring Simple Siamese Representation Learning'
  ☆833Updated 3 years ago
• wasidennis / AdaptSegNet
  Learning to Adapt Structured Output Space for Semantic Segmentation, CVPR 2018 (spotlight)
  ☆857Updated 5 years ago
• google-research / augmix
  AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty
  ☆989Updated 4 months ago
• jhoffman / cycada_release
  Code to accompany ICML 2018 paper
  ☆565Updated 4 years ago
• kanezaki / pytorch-unsupervised-segmentation-tip
  ☆261Updated 4 years ago
• facebookresearch / barlowtwins
  PyTorch implementation of Barlow Twins.
  ☆994Updated 3 years ago
• google-research / noisystudent
  Code for Noisy Student Training. https://arxiv.org/abs/1911.04252
  ☆765Updated 4 years ago
• CuriousAI / mean-teacher
  A state-of-the-art semi-supervised method for image recognition
  ☆1,640Updated 5 years ago
• imbue-ai / self_supervised
  A Pytorch-Lightning implementation of self-supervised algorithms
  ☆546Updated 3 years ago
• lucidrains / byol-pytorch
  Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch
  ☆1,848Updated last year
• hszhao / SAN
  Exploring Self-attention for Image Recognition, CVPR2020.
  ☆750Updated 5 years ago
• rgeirhos / texture-vs-shape
  Pre-trained models, data, code & materials from the paper "ImageNet-trained CNNs are biased towards texture; increasing shape bias improv…
  ☆807Updated 2 years ago
• facebookresearch / DeeperCluster
  Implements the unsupervised pre-training of convolutional neural networks
  ☆252Updated 4 years ago
• leftthomas / SimCLR
  A PyTorch implementation of SimCLR based on ICML 2020 paper "A Simple Framework for Contrastive Learning of Visual Representations"
  ☆567Updated 5 years ago
• ildoonet / pytorch-randaugment
  Unofficial PyTorch Reimplementation of RandAugment.
  ☆636Updated 2 years ago
• Philip-Bachman / amdim-public
  Public repo for Augmented Multiscale Deep InfoMax representation learning
  ☆400Updated 5 years ago
• facebookresearch / mixup-cifar10
  mixup: Beyond Empirical Risk Minimization
  ☆1,192Updated 4 years ago