facebookresearch / deepcluster

Related projects ⓘ

Alternatives and complementary repositories for deepcluster

• facebookresearch / swav
  PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882
  ☆2,005Updated last year
• HobbitLong / CMC
  [arXiv 2019] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDis
  ☆1,303Updated 4 years ago
• HobbitLong / PyContrast
  PyTorch implementation of Contrastive Learning methods
  ☆1,942Updated last year
• xu-ji / IIC
  Invariant Information Clustering for Unsupervised Image Classification and Segmentation
  ☆865Updated 3 years ago
• CuriousAI / mean-teacher
  A state-of-the-art semi-supervised method for image recognition
  ☆1,589Updated 4 years ago
• lucidrains / byol-pytorch
  Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch
  ☆1,764Updated 4 months ago
• google-research / fixmatch
  A simple method to perform semi-supervised learning with limited data.
  ☆1,108Updated 3 months ago
• zhirongw / lemniscate.pytorch
  Unsupervised Feature Learning via Non-parametric Instance Discrimination
  ☆750Updated 3 years ago
• google-research / simclr
  SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners
  ☆4,106Updated last year
• sthalles / SimCLR
  PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations
  ☆2,265Updated 8 months ago
• rdevon / DIM
  Deep InfoMax (DIM), or "Learning Deep Representations by Mutual Information Estimation and Maximization"
  ☆806Updated 5 years ago
• google-research / mixmatch
  ☆1,135Updated last year
• Spijkervet / SimCLR
  PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.
  ☆766Updated 5 months ago
• wyharveychen / CloserLookFewShot
  source code to ICLR'19, 'A Closer Look at Few-shot Classification'
  ☆1,129Updated 2 years ago
• bnu-wangxun / Deep_Metric
  Deep Metric Learning
  ☆778Updated 4 years ago
• facebookresearch / simsiam
  PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566
  ☆1,162Updated last year
• PatrickHua / SimSiam
  A pytorch implementation for paper 'Exploring Simple Siamese Representation Learning'
  ☆817Updated 2 years ago
• zhmiao / OpenLongTailRecognition-OLTR
  Pytorch implementation for "Large-Scale Long-Tailed Recognition in an Open World" (CVPR 2019 ORAL)
  ☆849Updated 2 years ago
• google-research / augmix
  AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty
  ☆980Updated 3 months ago
• google-research / noisystudent
  Code for Noisy Student Training. https://arxiv.org/abs/1911.04252
  ☆753Updated 3 years ago
• wvangansbeke / Unsupervised-Classification
  SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]
  ☆1,374Updated last year
• HobbitLong / SupContrast
  PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)
  ☆3,122Updated 10 months ago
• orobix / Prototypical-Networks-for-Few-shot-Learning-PyTorch
  Implementation of Prototypical Networks for Few Shot Learning (https://arxiv.org/abs/1703.05175) in Pytorch
  ☆990Updated 2 years ago
• facebookresearch / pycls
  Codebase for Image Classification Research, written in PyTorch.
  ☆2,139Updated 8 months ago
• sthalles / PyTorch-BYOL
  PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning
  ☆479Updated 2 years ago
• subeeshvasu / Awesome-Learning-with-Label-Noise
  A curated list of resources for Learning with Noisy Labels
  ☆2,640Updated 6 months ago
• facebookresearch / mixup-cifar10
  mixup: Beyond Empirical Risk Minimization
  ☆1,168Updated 3 years ago
• epfml / attention-cnn
  Source code for "On the Relationship between Self-Attention and Convolutional Layers"
  ☆1,085Updated last year
• kakaobrain / fast-autoaugment
  Official Implementation of 'Fast AutoAugment' in PyTorch.
  ☆1,596Updated 3 years ago
• ramprs / grad-cam
  [ICCV 2017] Torch code for Grad-CAM
  ☆1,501Updated 2 years ago