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16 search results found

Simclr ⭐ 3,525

SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

Unsupervised Classification ⭐ 1,217

SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]

Openmixup ⭐ 538

CAIRI Supervised, Semi- and Self-Supervised Visual Representation Learning Toolbox and Benchmark

PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"

Parametric Contrastive Learning ⭐ 220

Parametric Contrastive Learning (ICCV2021) & GPaCo (TPAMI 2023)

Contrastive Clustering ⭐ 181

Code for the paper "Contrastive Clustering" (AAAI 2021)

Simclr Pytorch ⭐ 140

PyTorch implementation of SimCLR: supports multi-GPU training and closely reproduces results

CSI: Novelty Detection via Contrastive Learning on Distributionally Shifted Instances (NeurIPS 2020)

Code for You Only Cut Once: Boosting Data Augmentation with a Single Cut, ICML 2022.

G Simclr ⭐ 69

This is the code base for paper "G-SimCLR : Self-Supervised Contrastive Learning with Guided Projection via Pseudo Labelling" by Souradip Chakraborty, Aritra Roy Gosthipaty and Sayak Paul.

Patchmix ⭐ 68

The official implementation of paper: "Inter-Instance Similarity Modeling for Contrastive Learning"

The official implementation of "Asymmetric Patch Sampling for Contrastive Learning"

Collections of self-supervised methods, based on cvpods.

Parametric Instance Classification for Unsupervised Visual Feature Learning, NeurIPS 2020

Clsa_pytorch ⭐ 12

Unofficial implement of CLSA(Contrastive Learning with Stronger Augmentations) with minimum modifications on official moco's code

Official PyTorch Implementation of Guarding Barlow Twins Against Overfitting with Mixed Samples

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