contrastive-learning
There are 647 repositories under contrastive-learning topic.
VainF/Awesome-Contrastive-Learning
Awesome Contrastive Learning for CV & NLP
maple-research-lab/AdCo
AdCo: Adversarial Contrast for Efficient Learning of Unsupervised Representations from Self-Trained Negative Adversaries
CRIPAC-DIG/GCA
[WWW 2021] Source code for "Graph Contrastive Learning with Adaptive Augmentation"
chao1224/GraphMVP
Pre-training Molecular Graph Representation with 3D Geometry, ICLR'22 (https://openreview.net/forum?id=xQUe1pOKPam)
vita-epfl/social-nce
[ICCV21] Official implementation of the "Social NCE: Contrastive Learning of Socially-aware Motion Representations" in PyTorch.
amazon-science/video-contrastive-learning
Video Contrastive Learning with Global Context, ICCVW 2021
jgraving/selfsne
Self-Supervised Noise Embeddings (Self-SNE)
hiyouga/Dual-Contrastive-Learning
Code for our paper "Dual Contrastive Learning: Text Classification via Label-Aware Data Augmentation"
Shark-NLP/CoNT
[NeurIPS'22 Spotlight] Data and code for our paper CoNT: Contrastive Neural Text Generation
AstraZeneca/SubTab
The official implementation of the paper, "SubTab: Subsetting Features of Tabular Data for Self-Supervised Representation Learning"
Echo-Ji/ST-SSL
ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction
yangjianxin1/SimCSE
SimCSE有监督与无监督实验复现
fingerk28/Two-stage-Knowledge-For-Multiple-Adverse-Weather-Removal
[CVPR 2022] Learning Multiple Adverse Weather Removal via Two-stage Knowledge Learning and Multi-contrastive Regularization: Toward a Unified Model
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
xdxie/WordArt
The official code of CornerTransformer (ECCV 2022, Oral) on top of MMOCR.
rosewang2008/language_modeling_via_stochastic_processes
Language modeling via stochastic processes. Oral @ ICLR 2022.
YJiangcm/PromCSE
Code for "Improved Universal Sentence Embeddings with Prompt-based Contrastive Learning and Energy-based Learning (EMNLP 2022)"
sayakpaul/Supervised-Contrastive-Learning-in-TensorFlow-2
Implements the ideas presented in https://arxiv.org/pdf/2004.11362v1.pdf by Khosla et al.
HKU-MedAI/MGCA
[NeurIPS'22] Multi-Granularity Cross-modal Alignment for Generalized Medical Visual Representation Learning
awei669/VQ-Font
[ICCV 2023] Few shot font generation via transferring similarity guided global and quantization local styles
whyisyoung/CADE
Code for our USENIX Security 2021 paper -- CADE: Detecting and Explaining Concept Drift Samples for Security Applications
giakoumoglou/pyssl
Self-Supervised Learning in PyTorch
salesforce/CoMatch
Code for CoMatch: Semi-supervised Learning with Contrastive Graph Regularization
pavancm/CONTRIQUE
Official implementation for "Image Quality Assessment using Contrastive Learning"
emadeldeen24/CA-TCC
[TPAMI 2023] Self-supervised Contrastive Representation Learning for Semi-supervised Time-Series Classification
microsoft/COCO-LM
[NeurIPS 2021] COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining
YyzHarry/SimPer
[ICLR 2023, Oral] SimPer: Simple Self-Supervised Learning of Periodic Targets
okankop/Driver-Anomaly-Detection
PyTorch Implementation of "Driver Anomaly Detection: A Dataset and Contrastive Learning Approach", codes and pretrained models.
chengtan9907/Co-learning
The official implementation of the ACM MM'21 paper Co-learning: Learning from noisy labels with self-supervision.
mwdhont/SimCLRv1-keras-tensorflow
Tensorflow-Keras implementation of SimCLR: Simple Framework for Contrastive Learning of Visual Representations by Chen et al. (2020)
visresearch/patchmix
The official implementation of paper: "Inter-Instance Similarity Modeling for Contrastive Learning"
JunlinHan/YOCO
Code for You Only Cut Once: Boosting Data Augmentation with a Single Cut, ICML 2022.
thunlp/RE-Context-or-Names
Bert-based models(BERT, MTB, CP) for relation extraction.
fhaghighi/DiRA
Official PyTorch Implementation for DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image Analysis - CVPR 2022
lucidrains/MaMMUT-pytorch
Implementation of MaMMUT, a simple vision-encoder text-decoder architecture for multimodal tasks from Google, in Pytorch
CVMI-Lab/SlotCon
(NeurIPS 2022) Self-Supervised Visual Representation Learning with Semantic Grouping