Abrar2652/QCL-MixNet

Quantum-Informed Contrastive Learning with Dynamic Mixup Augmentation for Class-Imbalanced Expert Systems

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dvlab-research/Parametric-Contrastive-Learning

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

Language: Python - Size: 18.4 MB - Last synced at: 2 days ago - Pushed at: 8 months ago - Stars: 251 - Forks: 32

AGSun-FMP/CP_SemiSupCon

This repo contains code for using semisupervised contrastive learning to learn phenotypical representations from Cell Painting image data

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pariyajebreili/ConKD-Lion

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philsaurabh/SCL-IKD_Applied-Intelligence

Official code for "SCL-IKD: intermediate knowledge distillation via supervised contrastive representation learning" Published at Applied Intelligence Journal

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aakashks/SupCon-DR

Supervised Contrastive Learning for Diabetic Retinopathy Classification

Language: Python - Size: 45.2 MB - Last synced at: 14 days ago - Pushed at: 7 months ago - Stars: 1 - Forks: 0

sayakpaul/Supervised-Contrastive-Learning-in-TensorFlow-2

Implements the ideas presented in https://arxiv.org/pdf/2004.11362v1.pdf by Khosla et al.

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PeiJieSun/NESCL

The code repository for the paper: Peijie et al., Neighborhood-Enhanced Supervised Contrastive Learning for Collaborative Filtering. IEEE TKDE, 2023.

Language: Python - Size: 9.97 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 106 - Forks: 17

AsithaIndrajith/dr-hqcl

In medical applications with limited training data, traditional self-supervised deep learning struggles for accuracy. This study combines self-supervised learning with Variational Quantum Classifiers (VQC) and Principal Component Analysis (PCA) for dimensionality reduction.

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raymin0223/self-contrastive-learning

Self-Contrastive Learning: Single-viewed Supervised Contrastive Framework using Sub-network (AAAI 2023)

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CassandraDurr/supcon_malignant_repo

Detecting melanomas in images of skin lesions using supervised contrastive learning, and image denoising as a pretext task.

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zhangyifei01/MoCo-v2-SupContrast

Supervised Contrastive Learning (SupContrast) based on MoCo-v2

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padam2502/Supervised_Contrastive_Learning

SMAI Project

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