An open API service providing repository metadata for many open source software ecosystems.

Topic: "contrastive-learning"

KevinMusgrave/pytorch-metric-learning

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

Language: Python - Size: 35.7 MB - Last synced at: 2 days ago - Pushed at: about 1 month ago - Stars: 6,148 - Forks: 662

google-research/simclr ๐Ÿ“ฆ

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

Language: Jupyter Notebook - Size: 3.77 MB - Last synced at: 4 months ago - Pushed at: about 2 years ago - Stars: 4,172 - Forks: 634

lightly-ai/lightly

A python library for self-supervised learning on images.

Language: Python - Size: 11.2 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 3,386 - Forks: 294

OpenGVLab/InternVideo

[ECCV2024] Video Foundation Models & Data for Multimodal Understanding

Language: Python - Size: 53.2 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 1,881 - Forks: 111

tangxyw/RecSysPapers

ๆŽจ่/ๅนฟๅ‘Š/ๆœ็ดข้ข†ๅŸŸๅทฅไธš็•Œ็ปๅ…ธไปฅๅŠๆœ€ๅ‰ๆฒฟ่ฎบๆ–‡้›†ๅˆใ€‚A collection of industry classics and cutting-edge papers in the field of recommendation/advertising/search.

Language: Python - Size: 1.57 GB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 1,768 - Forks: 241

salesforce/ALBEF ๐Ÿ“ฆ

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

Language: Python - Size: 69.9 MB - Last synced at: 12 days ago - Pushed at: over 2 years ago - Stars: 1,652 - Forks: 206

vturrisi/solo-learn

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

Language: Python - Size: 5.04 MB - Last synced at: 7 days ago - Pushed at: 30 days ago - Stars: 1,485 - Forks: 190

wvangansbeke/Unsupervised-Classification

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

Language: Python - Size: 13.1 MB - Last synced at: 11 days ago - Pushed at: almost 2 years ago - Stars: 1,424 - Forks: 271

yzhuoning/Awesome-CLIP

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

Size: 60.5 KB - Last synced at: 21 days ago - Pushed at: 11 months ago - Stars: 1,195 - Forks: 57

dailenson/SDT

This repository is the official implementation of Disentangling Writer and Character Styles for Handwriting Generation (CVPR 2023)

Language: Python - Size: 5.04 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1,151 - Forks: 95

lucidrains/CoCa-pytorch

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

Language: Python - Size: 564 KB - Last synced at: 6 days ago - Pushed at: over 1 year ago - Stars: 1,138 - Forks: 86

unum-cloud/uform

Pocket-Sized Multimodal AI for content understanding and generation across multilingual texts, images, and ๐Ÿ”œ video, up to 5x faster than OpenAI CLIP and LLaVA ๐Ÿ–ผ๏ธ & ๐Ÿ–‹๏ธ

Language: Python - Size: 669 KB - Last synced at: 7 days ago - Pushed at: 5 months ago - Stars: 1,135 - Forks: 66

JosephKJ/OWOD

(CVPR 2021 Oral) Open World Object Detection

Language: Python - Size: 3.62 MB - Last synced at: 5 days ago - Pushed at: over 2 years ago - Stars: 1,051 - Forks: 157

tensorflow/similarity

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

Language: Python - Size: 177 MB - Last synced at: 6 days ago - Pushed at: about 1 year ago - Stars: 1,021 - Forks: 106

AdaptiveMotorControlLab/CEBRA

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

Language: Python - Size: 2.15 MB - Last synced at: about 1 hour ago - Pushed at: 5 days ago - Stars: 999 - Forks: 86

AngeLouCN/Min_Max_Similarity

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

Language: Python - Size: 4.81 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 970 - Forks: 396

PyGCL/PyGCL

PyGCL: A PyTorch Library for Graph Contrastive Learning

Language: Python - Size: 661 KB - Last synced at: 11 days ago - Pushed at: 11 months ago - Stars: 943 - Forks: 97

Spijkervet/SimCLR

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

Language: Python - Size: 322 KB - Last synced at: 6 days ago - Pushed at: about 1 year ago - Stars: 788 - Forks: 169

nomic-ai/contrastors

Train Models Contrastively in Pytorch

Language: Python - Size: 3.75 MB - Last synced at: 6 days ago - Pushed at: 2 months ago - Stars: 710 - Forks: 56

lucidrains/x-clip

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

Language: Python - Size: 1.46 MB - Last synced at: 6 days ago - Pushed at: over 1 year ago - Stars: 710 - Forks: 47

tfzhou/ContrastiveSeg

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

Language: Python - Size: 1.73 MB - Last synced at: 20 days ago - Pushed at: over 2 years ago - Stars: 678 - Forks: 88

qdrant/quaterion

Blazing fast framework for fine-tuning similarity learning models

Language: Python - Size: 5.15 MB - Last synced at: 7 days ago - Pushed at: about 2 months ago - Stars: 656 - Forks: 45

Westlake-AI/openmixup

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

Language: Python - Size: 3.68 MB - Last synced at: 6 days ago - Pushed at: about 2 months ago - Stars: 650 - Forks: 59

MishaLaskin/curl

CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning

Language: Python - Size: 2.16 MB - Last synced at: 4 days ago - Pushed at: over 4 years ago - Stars: 588 - Forks: 87

salesforce/PCL ๐Ÿ“ฆ

PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"

Language: Python - Size: 179 KB - Last synced at: 20 days ago - Pushed at: 27 days ago - Stars: 586 - Forks: 83

Shen-Lab/GraphCL

[NeurIPS 2020] "Graph Contrastive Learning with Augmentations" by Yuning You, Tianlong Chen, Yongduo Sui, Ting Chen, Zhangyang Wang, Yang Shen

Language: Python - Size: 244 MB - Last synced at: 6 months ago - Pushed at: 10 months ago - Stars: 558 - Forks: 103

ryanzhumich/Contrastive-Learning-NLP-Papers

Paper List for Contrastive Learning for Natural Language Processing

Size: 106 KB - Last synced at: 10 days ago - Pushed at: about 2 years ago - Stars: 558 - Forks: 61

RElbers/info-nce-pytorch

PyTorch implementation of the InfoNCE loss for self-supervised learning.

Language: Python - Size: 127 KB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 543 - Forks: 42

chaitjo/efficient-gnns

Code and resources on scalable and efficient Graph Neural Networks (TNNLS 2023)

Language: Python - Size: 2.32 MB - Last synced at: 3 days ago - Pushed at: over 2 years ago - Stars: 533 - Forks: 64

HKUDS/SSLRec

[WSDM'2024 Oral] "SSLRec: A Self-Supervised Learning Framework for Recommendation"

Language: Python - Size: 103 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 503 - Forks: 72

yxuansu/SimCTG

[NeurIPS'22 Spotlight] A Contrastive Framework for Neural Text Generation

Language: Python - Size: 6.94 MB - Last synced at: 12 days ago - Pushed at: about 1 year ago - Stars: 471 - Forks: 40

Haochen-Wang409/U2PL

[CVPR'22 & IJCV'24] Semi-Supervised Semantic Segmentation Using Unreliable Pseudo-Labels & Using Unreliable Pseudo-Labels for Label-Efficient Semantic Segmentation

Language: Python - Size: 8.56 MB - Last synced at: about 2 months ago - Pushed at: 9 months ago - Stars: 451 - Forks: 61

wvangansbeke/Unsupervised-Semantic-Segmentation

Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals. [ICCV 2021]

Language: Python - Size: 1.79 MB - Last synced at: 3 days ago - Pushed at: almost 3 years ago - Stars: 412 - Forks: 55

luyug/GradCache

Run Effective Large Batch Contrastive Learning Beyond GPU/TPU Memory Constraint

Language: Python - Size: 43.9 KB - Last synced at: 8 days ago - Pushed at: about 1 year ago - Stars: 387 - Forks: 24

SXKDZ/awesome-self-supervised-learning-for-graphs

A curated list for awesome self-supervised learning for graphs.

Size: 25.4 KB - Last synced at: 23 days ago - Pushed at: over 2 years ago - Stars: 387 - Forks: 45

JohnGiorgi/DeCLUTR

The corresponding code from our paper "DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations". Do not hesitate to open an issue if you run into any trouble!

Language: Python - Size: 702 KB - Last synced at: about 2 months ago - Pushed at: about 2 years ago - Stars: 379 - Forks: 33

emadeldeen24/TS-TCC

[IJCAI-21] "Time-Series Representation Learning via Temporal and Contextual Contrasting"

Language: Python - Size: 2.83 MB - Last synced at: 6 months ago - Pushed at: about 1 year ago - Stars: 374 - Forks: 100

mims-harvard/TFC-pretraining

Self-supervised contrastive learning for time series via time-frequency consistency

Language: Python - Size: 19.5 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 365 - Forks: 71

zdaxie/PixPro

Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation Learning, CVPR 2021

Language: Python - Size: 180 KB - Last synced at: 8 days ago - Pushed at: over 3 years ago - Stars: 349 - Forks: 43

Spijkervet/CLMR

Official PyTorch implementation of Contrastive Learning of Musical Representations

Language: Python - Size: 77.4 MB - Last synced at: 3 days ago - Pushed at: 10 months ago - Stars: 326 - Forks: 51

THUDM/GCC

GCC: Graph Contrastive Coding for Graph Neural Network Pre-Training @ KDD 2020

Language: Python - Size: 563 KB - Last synced at: 2 days ago - Pushed at: almost 2 years ago - Stars: 326 - Forks: 54

Yunfan-Li/Contrastive-Clustering

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

Language: Python - Size: 243 MB - Last synced at: 20 days ago - Pushed at: almost 3 years ago - Stars: 314 - Forks: 94

Optimization-AI/LibAUC

LibAUC: A Deep Learning Library for X-Risk Optimization

Language: Python - Size: 1.64 MB - Last synced at: 8 days ago - Pushed at: 9 months ago - Stars: 305 - Forks: 38

ContrastiveSR/Contrastive_Learning_Papers

A list of contrastive Learning papers

Size: 299 KB - Last synced at: about 2 months ago - Pushed at: about 3 years ago - Stars: 303 - Forks: 39

CRIPAC-DIG/GRACE

[GRL+ @ ICML 2020] PyTorch implementation for "Deep Graph Contrastive Representation Learning" (https://arxiv.org/abs/2006.04131v2)

Language: Python - Size: 119 KB - Last synced at: 10 months ago - Pushed at: about 1 year ago - Stars: 301 - Forks: 55

lightly-ai/lightly-train

LightlyTrain is the first PyTorch framework to pretrain computer vision models on unlabeled data for industrial applications

Language: Python - Size: 5.58 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 294 - Forks: 8

voidism/DiffCSE

Code for the NAACL 2022 long paper "DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings"

Language: Python - Size: 6.3 MB - Last synced at: 19 days ago - Pushed at: over 2 years ago - Stars: 293 - Forks: 26

xyupeng/ContrastiveCrop

[CVPR 2022 Oral] Crafting Better Contrastive Views for Siamese Representation Learning

Language: Python - Size: 418 KB - Last synced at: 20 days ago - Pushed at: almost 3 years ago - Stars: 286 - Forks: 27

QinbinLi/MOON

Model-Contrastive Federated Learning (CVPR 2021)

Language: Python - Size: 18.6 KB - Last synced at: 8 days ago - Pushed at: almost 3 years ago - Stars: 280 - Forks: 56

UCSC-VLAA/CLIPA

[NeurIPS 2023] This repository includes the official implementation of our paper "An Inverse Scaling Law for CLIP Training"

Language: Python - Size: 16.1 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 279 - Forks: 10

alinlab/CSI

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

Language: Python - Size: 5.88 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 259 - Forks: 60

lucidrains/pixel-level-contrastive-learning

Implementation of Pixel-level Contrastive Learning, proposed in the paper "Propagate Yourself", in Pytorch

Language: Python - Size: 105 KB - Last synced at: 2 days ago - Pushed at: over 4 years ago - Stars: 259 - Forks: 27

yueliu1999/HSAN

[AAAI 2023] An official source code for paper Hard Sample Aware Network for Contrastive Deep Graph Clustering.

Language: Python - Size: 1.14 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 252 - Forks: 37

dvlab-research/Parametric-Contrastive-Learning

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

Language: Python - Size: 18.4 MB - Last synced at: 20 days ago - Pushed at: 8 months ago - Stars: 251 - Forks: 32

zjukg/MyGO

[Paper][AAAI 2025] (MyGO)Tokenization, Fusion, and Augmentation: Towards Fine-grained Multi-modal Entity Representation

Language: Python - Size: 90.8 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 249 - Forks: 7

DAMO-NLP-SG/Inf-CLIP

[CVPR 2025 Highlight] The official CLIP training codebase of Inf-CL: "Breaking the Memory Barrier: Near Infinite Batch Size Scaling for Contrastive Loss". A super memory-efficiency CLIP training scheme.

Language: Python - Size: 3.79 MB - Last synced at: 8 days ago - Pushed at: 4 months ago - Stars: 245 - Forks: 10

uta-smile/TCL

code for TCL: Vision-Language Pre-Training with Triple Contrastive Learning, CVPR 2022

Language: Python - Size: 11.1 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 233 - Forks: 33

DerrickWang005/CRIS.pytorch

An official PyTorch implementation of the CRIS paper

Language: Python - Size: 23.1 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 232 - Forks: 35

zhihou7/BatchFormer

CVPR2022, BatchFormer: Learning to Explore Sample Relationships for Robust Representation Learning, https://arxiv.org/abs/2203.01522

Language: Python - Size: 22 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 226 - Forks: 19

salesforce/CoST

PyTorch code for CoST: Contrastive Learning of Disentangled Seasonal-Trend Representations for Time Series Forecasting (ICLR 2022)

Language: Python - Size: 368 KB - Last synced at: about 2 months ago - Pushed at: about 2 years ago - Stars: 223 - Forks: 43

qingsongedu/Awesome-SSL4TS

A professionally curated list of awesome resources (paper, code, data, etc.) on Self-Supervised Learning for Time Series (SSL4TS).

Size: 2.16 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 221 - Forks: 13

wangz10/contrastive_loss

Experiments with supervised contrastive learning methods with different loss functions

Language: Jupyter Notebook - Size: 1.49 MB - Last synced at: 20 days ago - Pushed at: over 2 years ago - Stars: 220 - Forks: 35

AndrewAtanov/simclr-pytorch

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

Language: Jupyter Notebook - Size: 1.76 MB - Last synced at: 8 days ago - Pushed at: about 1 year ago - Stars: 205 - Forks: 40

wvangansbeke/Self-Supervised-Learning-Overview

๐Ÿ“œ Self-Supervised Learning from Images: Up-to-date reading list.

Size: 69.3 KB - Last synced at: 10 days ago - Pushed at: about 3 years ago - Stars: 200 - Forks: 24

RUCAIBox/Negative-Sampling-Paper

This repository collects 100 papers related to negative sampling methods.

Size: 27.3 KB - Last synced at: 19 days ago - Pushed at: almost 2 years ago - Stars: 196 - Forks: 20

yueyu1030/COSINE

[NAACL 2021] This is the code for our paper `Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self-Training Approach'.

Language: Python - Size: 30.7 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 196 - Forks: 24

CVI-SZU/CCAM

[CVPR 2022] C2AM: Contrastive learning of Class-agnostic Activation Map for Weakly Supervised Object Localization and Semantic Segmentation

Language: Python - Size: 5.05 MB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 193 - Forks: 26

chao1224/GraphMVP

Pre-training Molecular Graph Representation with 3D Geometry, ICLR'22 (https://openreview.net/forum?id=xQUe1pOKPam)

Language: Python - Size: 608 KB - Last synced at: 19 days ago - Pushed at: over 2 years ago - Stars: 189 - Forks: 23

jh-jeong/ContraD

Code for the paper "Training GANs with Stronger Augmentations via Contrastive Discriminator" (ICLR 2021)

Language: Python - Size: 4.81 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 184 - Forks: 24

JarrentWu1031/CCPL

Official Pytorch implementation of CCPL and SCTNet (ECCV2022, Oral)

Language: Python - Size: 52.1 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 183 - Forks: 25

ueoo/SoCo

[NeurIPS 2021 Spotlight] Aligning Pretraining for Detection via Object-Level Contrastive Learning

Language: Python - Size: 1.5 MB - Last synced at: 15 days ago - Pushed at: over 3 years ago - Stars: 176 - Forks: 21

parasj/contracode

Contrastive Code Representation Learning: functionality-based JavaScript embeddings through self-supervised learning

Language: Jupyter Notebook - Size: 10.1 MB - Last synced at: about 2 months ago - Pushed at: over 3 years ago - Stars: 165 - Forks: 28

VainF/Awesome-Contrastive-Learning

Awesome Contrastive Learning for CV & NLP

Size: 41 KB - Last synced at: 17 days ago - Pushed at: almost 4 years ago - Stars: 163 - Forks: 20

cambridgeltl/sapbert

[NAACL'21 & ACL'21] SapBERT: Self-alignment pretraining for BERT & XL-BEL: Cross-Lingual Biomedical Entity Linking.

Language: Python - Size: 102 MB - Last synced at: 12 months ago - Pushed at: about 2 years ago - Stars: 162 - Forks: 32

maple-research-lab/AdCo

AdCo: Adversarial Contrast for Efficient Learning of Unsupervised Representations from Self-Trained Negative Adversaries

Language: Python - Size: 292 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 161 - Forks: 18

jgraving/selfsne

Self-Supervised Noise Embeddings (Self-SNE)

Language: Jupyter Notebook - Size: 2.79 MB - Last synced at: 7 days ago - Pushed at: about 2 months ago - Stars: 158 - Forks: 13

Echo-Ji/ST-SSL

ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction

Language: Python - Size: 14.9 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 158 - Forks: 29

amazon-science/video-contrastive-learning

Video Contrastive Learning with Global Context, ICCVW 2021

Language: Python - Size: 198 KB - Last synced at: 25 days ago - Pushed at: almost 3 years ago - Stars: 158 - Forks: 16

hiyouga/Dual-Contrastive-Learning

Code for our paper "Dual Contrastive Learning: Text Classification via Label-Aware Data Augmentation"

Language: Python - Size: 5.81 MB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 157 - Forks: 31

lorenmt/reco

The implementation of "Bootstrapping Semantic Segmentation with Regional Contrast" [ICLR 2022].

Language: Python - Size: 151 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 153 - Forks: 24

SaeedShurrab/awesome-self-supervised-learning-in-medical-imaging

This repository is mainly dedicated for listing the recent research advancements in the application of Self-Supervised-Learning in medical images computing field

Size: 1.57 MB - Last synced at: 23 days ago - Pushed at: 10 months ago - Stars: 151 - Forks: 15

CRIPAC-DIG/GCA

[WWW 2021] Source code for "Graph Contrastive Learning with Adaptive Augmentation"

Language: Python - Size: 11.7 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 149 - Forks: 26

yangjianxin1/SimCSE

SimCSEๆœ‰็›‘็ฃไธŽๆ— ็›‘็ฃๅฎž้ชŒๅค็Žฐ

Language: Python - Size: 16.1 MB - Last synced at: 19 days ago - Pushed at: over 1 year ago - Stars: 149 - Forks: 27

AstraZeneca/SubTab

The official implementation of the paper, "SubTab: Subsetting Features of Tabular Data for Self-Supervised Representation Learning"

Language: Python - Size: 42.6 MB - Last synced at: 20 days ago - Pushed at: almost 3 years ago - Stars: 144 - Forks: 19

Shark-NLP/CoNT

[NeurIPS'22 Spotlight] CoNT: Contrastive Neural Text Generation

Language: Python - Size: 602 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 142 - Forks: 14

vita-epfl/social-nce

[ICCV21] Official implementation of the "Social NCE: Contrastive Learning of Socially-aware Motion Representations" in PyTorch.

Language: Python - Size: 1.19 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 142 - Forks: 24

xdxie/WordArt

The official code of CornerTransformer (ECCV 2022, Oral) on top of MMOCR.

Language: Python - Size: 9.58 MB - Last synced at: about 2 months ago - Pushed at: about 2 years ago - Stars: 140 - Forks: 16

p-giakoumoglou/pyssl

Self-Supervised Learning in PyTorch

Language: Python - Size: 12.1 MB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 136 - Forks: 9

YJiangcm/PromCSE

[EMNLP 2022] Improved Universal Sentence Embeddings with Prompt-based Contrastive Learning and Energy-based Learning

Language: Python - Size: 737 KB - Last synced at: 29 days ago - Pushed at: over 1 year ago - Stars: 134 - Forks: 16

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

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

Language: Jupyter Notebook - Size: 6.02 MB - Last synced at: about 1 month ago - Pushed at: almost 5 years ago - Stars: 132 - Forks: 24

salesforce/CoMatch ๐Ÿ“ฆ

Code for CoMatch: Semi-supervised Learning with Contrastive Graph Regularization

Language: Python - Size: 452 KB - Last synced at: 20 days ago - Pushed at: 27 days ago - Stars: 127 - Forks: 24

miccunifi/ARNIQA

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

Language: Python - Size: 17.4 MB - Last synced at: 3 months ago - Pushed at: 4 months ago - Stars: 126 - Forks: 3

rosewang2008/language_modeling_via_stochastic_processes

Language modeling via stochastic processes. Oral @ ICLR 2022.

Language: Python - Size: 144 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 123 - Forks: 11

gongchenghua/Papers-Graphs-with-Heterophily

A Survey of Learning from Graphs with Heterophily

Size: 1.04 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 120 - Forks: 5

pavancm/CONTRIQUE

Official implementation for "Image Quality Assessment using Contrastive Learning"

Language: Python - Size: 4.36 MB - Last synced at: 10 months ago - Pushed at: 11 months ago - Stars: 120 - Forks: 11

chengtan9907/Co-learning

The official implementation of the ACM MM'21 paper Co-learning: Learning from noisy labels with self-supervision.

Language: Python - Size: 104 KB - Last synced at: 22 days ago - Pushed at: about 3 years ago - Stars: 120 - Forks: 10

microsoft/COCO-LM

[NeurIPS 2021] COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining

Language: Python - Size: 4.1 MB - Last synced at: 6 days ago - Pushed at: almost 2 years ago - Stars: 117 - Forks: 13

visresearch/patchmix

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

Language: Python - Size: 4.27 MB - Last synced at: 22 days ago - Pushed at: 7 months ago - Stars: 114 - Forks: 10

HKU-MedAI/MGCA

[NeurIPS'22] Multi-Granularity Cross-modal Alignment for Generalized Medical Visual Representation Learning

Language: Jupyter Notebook - Size: 113 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 113 - Forks: 18

awei669/VQ-Font

[ICCV 2023] Few shot font generation via transferring similarity guided global and quantization local styles

Language: Jupyter Notebook - Size: 6.73 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 112 - Forks: 2

Related Topics
self-supervised-learning 210 pytorch 155 deep-learning 153 representation-learning 97 computer-vision 60 machine-learning 56 unsupervised-learning 55 simclr 40 graph-neural-networks 39 nlp 30 clip 24 python 23 clustering 22 natural-language-processing 21 semi-supervised-learning 21 transformer 20 time-series 18 bert 18 vision-transformer 18 transformers 17 contrastive-loss 17 transfer-learning 17 pretraining 16 metric-learning 14 few-shot-learning 14 multimodal 14 image-classification 13 recommender-system 13 tensorflow 13 data-augmentation 13 semantic-segmentation 13 self-supervised 13 simsiam 12 language-model 12 graph-representation-learning 12 moco 12 classification 11 domain-adaptation 11 multimodal-learning 11 embeddings 11 byol 10 pre-training 10 multi-modal 10 information-retrieval 10 pytorch-implementation 10 vision-and-language 9 pretrained-models 9 medical-imaging 9 pytorch-lightning 9 recommendation-system 9 imagenet 9 anomaly-detection 9 object-detection 9 triplet-loss 9 graph 8 medical-image-analysis 8 deep-neural-networks 8 barlow-twins 8 weakly-supervised-learning 8 knowledge-distillation 8 artificial-intelligence 8 gnn 8 sentence-embeddings 8 cifar10 7 supervised-contrastive-learning 7 variational-autoencoder 7 neural-networks 7 bioinformatics 7 foundation-models 7 zero-shot-learning 7 reinforcement-learning 7 collaborative-filtering 7 graph-contrastive-learning 7 tensorflow2 6 human-activity-recognition 6 hard-negative-mining 6 resnet-50 6 multi-modal-learning 6 fine-tuning 6 domain-generalization 6 keras 6 moco-v2 6 supervised-learning 6 contrastive-predictive-coding 6 federated-learning 6 recommendation 6 image-processing 6 convolutional-neural-networks 6 cvpr2021 6 meta-learning 6 resnet 6 fairness 6 attention-mechanism 5 neural-network 5 recommender-systems 5 medical-image-segmentation 5 pretrained-language-model 5 large-language-models 5 remote-sensing 5 multimodal-deep-learning 5