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 ๐ฆ
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
ๆจ่/ๅนฟๅ/ๆ็ดข้ขๅๅทฅไธ็็ปๅ ธไปฅๅๆๅๆฒฟ่ฎบๆ้ๅใA 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 ๐ฆ
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 ๐ video, up to 5x faster than OpenAI CLIP and LLaVA ๐ผ๏ธ & ๐๏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 ๐ฆ
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
๐ 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
SimCSEๆ็็ฃไธๆ ็็ฃๅฎ้ชๅค็ฐ
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 ๐ฆ
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
