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simclr

Here are 95 public repositories matching this topic...

vturrisi / solo-learn

solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning

Updated Nov 4, 2024
Python

theolepage / sslsv

Framework for training and evaluating self-supervised learning methods for speaker verification.

deep-learning pytorch speaker-recognition speaker-verification self-supervised-learning simclr meta-project-show barlow-twins vicreg meta-project-order-1 meta-project-color-6ee5c7 infonce

Updated Oct 30, 2024
Jupyter Notebook

lucaswychan / contrastive-resnet50

Employ contrastive learning to enhance the ResNet-50 performace for skin lesion classification.

pytorch resnet-50 skin-lesion-classification simclr contrastive-learning

Updated Oct 28, 2024
Python

RezuanChowdhuryRifat / Bad-root-canal-detection

A deep learning model that finds out dental malpractice from tooth x-ray images.

deep-learning pytorch segmentation object-detection bm3d simclr yolov7

Updated Oct 22, 2024
Jupyter Notebook

AIM-Harvard / foundation-cancer-image-biomarker

Code and evaluation repository for the paper

medical-imaging cancer-imaging-research representation-learning simclr foundation-models

Updated Oct 16, 2024
Jupyter Notebook

aakashks / SupCon-DR

Supervised Contrastive Learning for Diabetic Retinopathy Classification

resnet transfer-learning diabetic-retinopathy-detection medical-image-analysis transfer-learning-with-cnn medical-diagnosis simclr contrastive-learning supervised-contrastive-learning

Updated Oct 12, 2024
Python

prakashchhipa / MPD

Möbius Transform for Mitigating Perspective Distortions in Representation Learning (ECCV 2024)

computer-vision representation-learning research-paper dino self-supervised-learning simclr ood-generalization perspective-distortion distribution-shifts eccv2024

Updated Sep 27, 2024
Python

goamegah / PyTorch-SimCLR

Experiments of Pytorch SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

machine-learning deep-learning pytorch image-classification representation-learning wandb simclr contrastive-learning

Updated Sep 13, 2024
Python

miccunifi / ARNIQA

[WACV 2024 Oral] - ARNIQA: Learning Distortion Manifold for Image Quality Assessment

computer-vision deep-learning image-processing resnet image-quality iqa image-quality-assessment blind-image-quality-assessment low-level-vision image-degradation self-supervised-learning degradation-model biqa full-reference-iqa nr-iqa simclr contrastive-learning fr-iqa no-reference-image-quality-assessment full-reference-image-quality-assessment

Updated Aug 21, 2024
Python

audrina-ebrahimi / AK_SSL

A python library for self-supervised learning

ssl machine-learning pytorch clip slip vse dino moco multimodal-learning uniter self-supervised-learning byol simclr contrastive-learning simsiam swav albef simvlm

Updated Aug 20, 2024
Python

maryhzd / DeepLearning-ShortProjects

Quick and simple Deep Learning projects for learning and experimenting. Ideal for beginners and those looking to practice AI concepts.

deep-learning transformers generative-adversarial-network neural-networks convolutional-neural-networks graph-neural-network diffusion-models simclr

Updated Aug 20, 2024
Jupyter Notebook

ekorman / neurve

topological deep learning

deep-learning metric-learning representation-learning unsupervised-learning manifold-learning triplet-loss self-supervised-learning simclr

Updated Aug 9, 2024
Python

cruiseresearchgroup / forecasting-on-new-roads

Official repo for the following paper: Traffic Forecasting on New Roads Unseen in the Training Data Using Spatial Contrastive Pre-Training (SCPT) (ECML PKDD DAMI '23)

timeseries time-series neural-network traffic cnn pytorch forecasting forecasting-models gcn traffic-prediction traffic-flow pytorch-cnn traffic-flow-prediction cnn-pytorch traffic-flow-forecasting forecasting-time-series traffic-forecasting simclr contrastive-learning

Updated Jul 3, 2024
Python

SimCLR

Spijkervet / SimCLR

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.

pytorch representation-learning unsupervised-learning simclr contrastive-learning

Updated May 21, 2024
Python

yasar-rehman / L-DAWA

This is the official repository of L-DAWA: Layer-wise Divergence Aware Weight Aggregation in Federated Self-Supervised Visual Representation Learning github

cifar10 federated-learning self-supervised-learning simclr cross-silo-federated-learning federated-self-supervised-learning

Updated May 20, 2024
Python

AmishaSomaiya / Machine-Learning

Machine Learning Code Implementations in Python

numpy rbf-kernel pytorch neural-networks mnist-classification representation-learning principal-component-analysis kmeans-clustering lasso-regression central-limit-theorem kmeans-clustering-algorithm kernel-ridge-regression polynomial-kernel self-supervised-learning regularized-logistic-regression coordinate-descent-algorithm native-python simclr lloyds-algorithm vision-representations

Updated May 9, 2024
Python

tensorflow / similarity

TensorFlow Similarity is a python package focused on making similarity learning quick and easy.

python machine-learning deep-learning clustering tensorflow nearest-neighbor-search metric-learning cosine-similarity nearest-neighbors unsupervised-learning knn similarity-search similarity-learning simclr contrastive-learning simsiam barlow-twins simclr2

Updated May 6, 2024
Python

joanlafuente / ComicVT5

Official PyTorch implementation of Multimodal Transformer for Comics Text-Cloze

comics simclr vl-t5 text-cloze

Updated Apr 30, 2024
Python

4pygmalion / SimCLR

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

self-supervised-learning simclr contrastive-learning simple-clr

Updated Apr 26, 2024
Jupyter Notebook

mpatacchiola / self-supervised-relational-reasoning

Official PyTorch implementation of the paper "Self-Supervised Relational Reasoning for Representation Learning", NeurIPS 2020 Spotlight.

deep-neural-networks deep-learning unsupervised-learning stl10 relational-reasoning self-supervised-learning rotnet simclr deepcluster

Updated Apr 21, 2024
Python

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