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contrastive-learning

Here are 617 public repositories matching this topic...

pytorch-metric-learning

KevinMusgrave / pytorch-metric-learning

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

machine-learning computer-vision deep-learning pytorch embeddings metric-learning image-retrieval deep-metric-learning self-supervised-learning contrastive-learning

Updated Apr 1, 2024
Python

google-research / simclr

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

computer-vision representation-learning unsupervised-learning self-supervised-learning simclr contrastive-learning simclrv2

Updated May 22, 2023
Jupyter Notebook

lightly-ai / lightly

A python library for self-supervised learning on images.

machine-learning computer-vision deep-learning pytorch embeddings self-supervised-learning contrastive-learning

Updated May 8, 2024
Python

salesforce / ALBEF

Code for ALBEF: a new vision-language pre-training method

representation-learning weakly-supervised-learning image-text vision-and-language contrastive-learning

Updated Sep 20, 2022
Python

vturrisi / solo-learn

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

Updated May 6, 2024
Python

Unsupervised-Classification

wvangansbeke / Unsupervised-Classification

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

clustering image-classification representation-learning unsupervised-learning moco self-supervised-learning simclr eccv2020 eccv-2020 contrastive-learning

Updated Jul 27, 2023
Python

yzhuoning / Awesome-CLIP

Awesome list for research on CLIP (Contrastive Language-Image Pre-Training).

clip pre-training contrastive-learning

Updated Aug 5, 2023

JosephKJ / OWOD

(CVPR 2021 Oral) Open World Object Detection

open-world object-detection cvpr incremental-learning energy-based-model continual-learning detectron2 contrastive-learning cvpr2021

Updated Dec 19, 2022
Python

tangxyw / RecSysPapers

推荐/广告/搜索领域工业界经典以及最前沿论文集合。A collection of industry classics and cutting-edge papers in the field of recommendation/advertising/search.

Updated Dec 30, 2023
Python

AngeLouCN / Min_Max_Similarity

A contrastive learning based semi-supervised segmentation network for medical image segmentation

semi-supervised-learning video-segmentation medical-image-segmentation contrastive-learning medical-video-analysis surgical-tools-segmentation

Updated Jun 23, 2023
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

lucidrains / CoCa-pytorch

Implementation of CoCa, Contrastive Captioners are Image-Text Foundation Models, in Pytorch

deep-learning transformers artificial-intelligence image-to-text attention-mechanism multimodal contrastive-learning

Updated Dec 12, 2023
Python

OpenGVLab / InternVideo

Video Foundation Models & Data for Multimodal Understanding

benchmark action-recognition video-understanding video-data self-supervised multimodal video-dataset open-set-recognition video-retrieval video-question-answering masked-autoencoder temporal-action-localization contrastive-learning spatio-temporal-action-localization zero-shot-retrieval video-clip vision-transformer zero-shot-classification foundation-models instruction-tuning

Updated Apr 29, 2024
Python

uform

unum-cloud / uform

Pocket-Sized Multimodal AI for content understanding and generation across multilingual texts, images, and 🔜 video, up to 5x faster than OpenAI CLIP and LLaVA 🖼️ & 🖋️

Updated May 1, 2024
Python

dailenson / SDT

This repository is the official implementation of Disentangling Writer and Character Styles for Handwriting Generation (CVPR23).

computer-vision deep-learning transformer gmm generative-models handwriting-generation multimodal pytorch-implementation contrastive-learning

Updated Apr 20, 2024
Python

CEBRA

AdaptiveMotorControlLab / CEBRA

Learnable latent embeddings for joint behavioral and neural analysis - Official implementation of CEBRA

machine-learning pytorch neuroscience-methods contrastive-learning

Updated Apr 11, 2024
Python

PyGCL / PyGCL

PyGCL: A PyTorch Library for Graph Contrastive Learning

machine-learning graph-representation-learning contrastive-learning graph-contrastive-learning

Updated Dec 26, 2023
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 3, 2024
Python

lucidrains / x-clip

A concise but complete implementation of CLIP with various experimental improvements from recent papers

deep-learning artificial-intelligence zero-shot-learning multi-modal-learning contrastive-learning

Updated Oct 16, 2023
Python

tfzhou / ContrastiveSeg

ICCV2021 (Oral) - Exploring Cross-Image Pixel Contrast for Semantic Segmentation

semantic-segmentation cityscapes pascal-context hard-example-mining contrastive-learning pixel-contrast

Updated Oct 13, 2022
Python

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