Alternatives and similar repositories for self-supervised-pretraining

Users that are interested in self-supervised-pretraining are comparing it to the libraries listed below

• wvangansbeke / Revisiting-Contrastive-SSL
  Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations. [NeurIPS 2021]
  ☆89Updated 3 years ago
• akwasigroch / Pretext-Invariant-Representations
  Implementation of the paper Self-Supervised Learning of Pretext-Invariant Representations
  ☆89Updated 4 years ago
• wbw520 / scouter
  SCOUTER: Slot Attention-based Classifier for Explainable Image Recognition (ICCV 2021)
  ☆98Updated 2 years ago
• linusericsson / ssl-transfer
  Official code for the CVPR 2021 paper "How Well Do Self-Supervised Models Transfer?"
  ☆185Updated last year
• Tete-Xiao / ReSim
  PyTorch Implementation of Region Similarity Representation Learning (ReSim)
  ☆89Updated 4 years ago
• Boyiliee / MoEx
  MoEx (Moment Exchange)
  ☆141Updated 4 years ago
• hankook / AugSelf
  ☆46Updated 3 years ago
• csiro-robotics / TCE
  This repository contains the code implementation used in the paper Temporally Coherent Embeddings for Self-Supervised Video Representatio…
  ☆52Updated 4 years ago
• lukemelas / unsupervised-image-segmentation
  [ICLR 2022] Finding an Unsupervised Image Segmenter in each of your Deep Generative Models
  ☆78Updated 3 years ago
• Phoenix1153 / ViT_OOD_generalization
  ☆85Updated 3 years ago
• szq0214 / Un-Mix
  Un-Mix: Rethinking Image Mixtures for Unsupervised Visual Representation Learning.
  ☆151Updated 2 years ago
• fiveai / making-better-mistakes
  ☆67Updated 3 years ago
• linusericsson / ssl-invariances
  Official code for the paper "Why Do Self-Supervised Models Transfer? Investigating the Impact of Invariance on Downstream Tasks".
  ☆16Updated 3 years ago
• ermongroup / NDA
  ☆24Updated 3 years ago
• allenai / ViRB
  Visual Representation Learning Benchmark for Self-Supervised Models
  ☆35Updated last year
• UMBCvision / MSF
  Official code for "Mean Shift for Self-Supervised Learning"
  ☆57Updated 3 years ago
• CupidJay / Scaled-down-self-supervised-learning
  official pytorch implementation of Rethining Self-supervised Learning: Small is Beautiful.
  ☆42Updated 4 years ago
• xinw1012 / cycle-confusion
  Code and models for ICCV2021 paper "Robust Object Detection via Instance-Level Temporal Cycle Confusion".
  ☆77Updated 2 years ago
• moboehle / B-cos
  B-cos Networks: Alignment is All we Need for Interpretability
  ☆110Updated last year
• MECLabTUDA / Super_Selfish
  ☆93Updated 4 years ago
• amazon-science / exponential-moving-average-normalization
  PyTorch implementation of EMAN for self-supervised and semi-supervised learning: https://arxiv.org/abs/2101.08482
  ☆103Updated 4 years ago
• elad-amrani / self-classifier
  PyTorch implementation of "Self-Supervised Classification Network" from ECCV 2022
  ☆48Updated 3 years ago
• Lee-Gihun / MixCo-Mixup-Contrast
  (NeurIPS 2020 Workshop on SSL) Official Implementation of "MixCo: Mix-up Contrastive Learning for Visual Representation"
  ☆58Updated 2 years ago
• yhlleo / VTs-Drloc
  [NeurIPS 2021] Official codes for "Efficient Training of Visual Transformers with Small Datasets".
  ☆144Updated 7 months ago
• RAIVNLab / FLUID
  ☆24Updated 3 years ago
• princeton-vl / selfstudy
  Code for reproducing experiments in "How Useful is Self-Supervised Pretraining for Visual Tasks?"
  ☆60Updated last year
• snu-mllab / Co-Mixup
  Official PyTorch implementation of "Co-Mixup: Saliency Guided Joint Mixup with Supermodular Diversity" (ICLR'21 Oral)
  ☆104Updated 3 years ago
• htdt / self-supervised
  Whitening for Self-Supervised Representation Learning | Official repository
  ☆129Updated 2 years ago
• taoyang1122 / GradAug
  [NeurIPS'20] GradAug: A New Regularization Method for Deep Neural Networks
  ☆94Updated 4 years ago
• facebookresearch / imagenetx
  understanding model mistakes with human annotations
  ☆106Updated 2 years ago