Projects in Awesome Lists tagged with contrastive-learning

https://github.com/kevinmusgrave/pytorch-metric-learning

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

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

Last synced: 12 May 2025

https://github.com/KevinMusgrave/pytorch-metric-learning

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

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

Last synced: 09 Apr 2025

https://github.com/google-research/simclr

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

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

Last synced: 27 Sep 2025

https://github.com/lightly-ai/lightly

A python library for self-supervised learning on images.

computer-vision contrastive-learning contributions-welcome deep-learning embeddings hacktoberfest machine-learning pytorch self-supervised-learning

Last synced: 02 Apr 2026

https://github.com/salesforce/albef

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

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

Last synced: 08 Apr 2025

https://github.com/vturrisi/solo-learn

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

barlow-twins byol contrastive-learning deepcluster dino mae masked-input-prediction moco nnclr nvidia-dali pytorch pytorch-lightning ressl self-supervised-learning simclr simsiam swav transformer-models vibcreg vicreg

Last synced: 06 Oct 2025

https://github.com/OpenGVLab/InternVideo

[ECCV2024] Video Foundation Models & Data for Multimodal Understanding

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

Last synced: 20 Mar 2025

https://github.com/wvangansbeke/unsupervised-classification

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

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

Last synced: 01 Apr 2025

https://github.com/wvangansbeke/Unsupervised-Classification

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

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

Last synced: 26 Mar 2025

https://github.com/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 🖼️ & 🖋️

bert clip clustering contrastive-learning cross-attention huggingface-transformers image-search language-vision llava multi-lingual multimodal neural-network openai openclip pretrained-models pytorch representation-learning semantic-search transformer vector-search

Last synced: 19 Apr 2026

https://github.com/lucidrains/coca-pytorch

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

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

Last synced: 15 May 2025

https://github.com/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 🖼️ & 🖋️

bert clip clustering contrastive-learning cross-attention huggingface-transformers image-search language-vision llava multi-lingual multimodal neural-network openai openclip pretrained-models pytorch representation-learning semantic-search transformer vector-search

Last synced: 14 May 2025

https://github.com/josephkj/owod

(CVPR 2021 Oral) Open World Object Detection

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

Last synced: 12 Apr 2025

https://github.com/JosephKJ/OWOD

(CVPR 2021 Oral) Open World Object Detection

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

Last synced: 20 Jul 2025

https://github.com/tensorflow/similarity

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

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

Last synced: 15 May 2025

https://github.com/PyGCL/PyGCL

PyGCL: A PyTorch Library for Graph Contrastive Learning

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

Last synced: 06 May 2025

https://github.com/adaptivemotorcontrollab/cebra

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

contrastive-learning machine-learning neuroscience-methods pytorch

Last synced: 11 Apr 2025

https://github.com/spijkervet/simclr

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

contrastive-learning pytorch representation-learning simclr unsupervised-learning

Last synced: 15 May 2025

https://github.com/Spijkervet/SimCLR

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

contrastive-learning pytorch representation-learning simclr unsupervised-learning

Last synced: 05 Apr 2025

https://github.com/lucidrains/x-clip

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

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

Last synced: 01 Apr 2025

https://github.com/nomic-ai/contrastors

Train Models Contrastively in Pytorch

contrastive-learning deep-learning dense-retrieval embeddings image-embeddings multimodal multimodal-rag pytorch rag text-embeddings transformers

Last synced: 15 May 2025

https://github.com/tfzhou/ContrastiveSeg

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

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

Last synced: 08 May 2025

https://github.com/qdrant/quaterion

Blazing fast framework for fine-tuning similarity learning models

contrastive-learning cosine-similarity deep-learning knn machine-learning metric-learning nearest-neighbor-search python pytorch pytorch-lightning similarity-learning similarity-search

Last synced: 07 Oct 2025

https://github.com/mishalaskin/curl

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

contrastive-learning contrastive-loss contrastive-predictive-coding curl deep-learning deep-learning-algorithms deep-neural-networks deep-q-learning deep-q-network deep-reinforcement-learning deep-rl deeplearning deeplearning-ai gpu model-free-rl off-policy reinforcement-agents reinforcement-learning reinforcement-learning-algorithms sac

Last synced: 05 Apr 2025

https://github.com/salesforce/PCL

PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"

contrastive-learning pre-trained-model representation-learning self-supervised-learning unsupervsied-learning

Last synced: 08 May 2025

https://github.com/salesforce/pcl

PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"

contrastive-learning pre-trained-model representation-learning self-supervised-learning unsupervsied-learning

Last synced: 05 Apr 2025

https://github.com/MishaLaskin/curl

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

contrastive-learning contrastive-loss contrastive-predictive-coding curl deep-learning deep-learning-algorithms deep-neural-networks deep-q-learning deep-q-network deep-reinforcement-learning deep-rl deeplearning deeplearning-ai gpu model-free-rl off-policy reinforcement-agents reinforcement-learning reinforcement-learning-algorithms sac

Last synced: 15 Jul 2025

https://github.com/Shen-Lab/GraphCL

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

contrastive-learning graph-neural-network pre-training self-supervised-learning

Last synced: 21 Jul 2025

https://github.com/ryanzhumich/Contrastive-Learning-NLP-Papers

Paper List for Contrastive Learning for Natural Language Processing

contrastive-learning machine-learning metric-learning natural-language-processing representation-learning

Last synced: 09 May 2025

https://github.com/chaitjo/efficient-gnns

Code and resources on scalable and efficient Graph Neural Networks

contrastive-learning efficient-deep-learning efficient-neural-networks gnn graph-convolutional-networks graph-neural-networks graph-representation-learning knowledge-distillation scalable-deep-learning

Last synced: 05 Apr 2025

https://github.com/hkuds/sslrec

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

collaborative-filtering contrastive-learning deep-learning graph-neural-networks recommendation-algorithms recommender-systems self-supervised-learning user-behavior

Last synced: 04 Jul 2025

https://github.com/yxuansu/simctg

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

contrastive-learning decode deeplearning language-modeling languagemodel nlp textgeneration

Last synced: 14 Jan 2026

https://github.com/Haochen-Wang409/U2PL

[CVPR'22] Semi-Supervised Semantic Segmentation Using Unreliable Pseudo-Labels

cityscapes computer-vision contrastive-learning cvpr2022 deep-learning mechine-learning pascal-voc pytorch semantic-segmentation semi-supervised-learning

Last synced: 02 Apr 2025

https://github.com/wvangansbeke/unsupervised-semantic-segmentation

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

clustering contrastive-learning iccv iccv2021 moco pascal-voc representation-learning self-supervised-learning semantic-segmentation unsupervised-learning unsupervised-semantic-segmentation

Last synced: 06 Apr 2025

https://github.com/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!

allennlp contrastive-learning metric-learning natural-language-processing pytorch representation-learning self-supervised-learning semantic-search semantic-text-similarity sentence-embeddings sentence-similarity transformers

Last synced: 14 Oct 2025

https://github.com/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!

allennlp contrastive-learning metric-learning natural-language-processing pytorch representation-learning self-supervised-learning semantic-search semantic-text-similarity sentence-embeddings sentence-similarity transformers

Last synced: 30 Mar 2025

https://github.com/emadeldeen24/TS-TCC

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

contextual contrastive-learning deep-learning eeg epilepsy epileptic-seizures fault-diagnosis human-activity-recognition machine-learning representation-learning sleep-stage-classification temporal time-series transfer-learning unsupervised-learning

Last synced: 21 Jul 2025

https://github.com/mims-harvard/tfc-pretraining

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

consistency-models contrastive-learning deep-learning pre-trained-model representation-learning self-supervised-learning time-series

Last synced: 10 Oct 2025

https://github.com/zdaxie/PixPro

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

contrastive-learning cvpr2021 pixel-level-contrastive-learning pixpro unsupervised-learning

Last synced: 08 May 2025

https://github.com/zdaxie/pixpro

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

contrastive-learning cvpr2021 pixel-level-contrastive-learning pixpro unsupervised-learning

Last synced: 09 Apr 2025

https://github.com/thudm/gcc

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

contrastive-learning graph-neural-networks pre-training

Last synced: 06 Apr 2025

https://github.com/THUDM/GCC

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

contrastive-learning graph-neural-networks pre-training

Last synced: 21 Jul 2025

https://github.com/spijkervet/clmr

Official PyTorch implementation of Contrastive Learning of Musical Representations

contrastive-learning music-classification music-information-retrieval self-supervised-learning

Last synced: 05 Apr 2025

https://github.com/Yunfan-Li/Contrastive-Clustering

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

clustering contrastive-learning

Last synced: 08 May 2025

https://github.com/ContrastiveSR/Contrastive_Learning_Papers

A list of contrastive Learning papers

computer-vision contrastive-learning deep-learning graph natural-language-processing natural-language-understanding research-paper self-supervised-learning

Last synced: 29 Mar 2025

https://github.com/voidism/DiffCSE

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

contrastive-learning representation-learning self-supervised-learning sentence-embeddings sentence-similarity sentence-transformers

Last synced: 09 May 2025

https://github.com/xyupeng/contrastivecrop

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

contrastive-learning pytorch self-supervised-learning

Last synced: 10 Apr 2025

https://github.com/xyupeng/ContrastiveCrop

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

contrastive-learning pytorch self-supervised-learning

Last synced: 08 May 2025

https://github.com/qinbinli/moon

Model-Contrastive Federated Learning (CVPR 2021)

contrastive-learning cvpr2021 federated-learning pytorch

Last synced: 09 Apr 2025

https://github.com/lucidrains/pixel-level-contrastive-learning

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

artificial-intelligence contrastive-learning deep-learning self-supervised-learning

Last synced: 06 Apr 2025

https://github.com/tiger-ai-lab/vlm2vec

This repo contains the code for "VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks" [ICLR25]

benchmark contrastive-learning embedding image-retrieval mmeb multimodal rag representation-learning video-retrieval visual-document-retrieval vlm

Last synced: 13 Jun 2025

https://github.com/dvlab-research/parametric-contrastive-learning

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

class-imbalance contrastive-learning iccv2021 image-classification imagenet imbalanced-data imbalanced-learning long-tailed-recognition parametric-contrastive-learning pytorch supervised-contrastive-learning supervised-learning tpami

Last synced: 03 Jul 2025

https://github.com/dvlab-research/Parametric-Contrastive-Learning

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

class-imbalance contrastive-learning iccv2021 image-classification imagenet imbalanced-data imbalanced-learning long-tailed-recognition parametric-contrastive-learning pytorch supervised-contrastive-learning supervised-learning tpami

Last synced: 08 May 2025

https://github.com/salesforce/CoST

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

contrastive-learning deep-learning forecasting-model machine-learning self-supervised-learning time-series time-series-decomposition time-series-forecasting

Last synced: 26 Mar 2025

https://github.com/salesforce/cost

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

contrastive-learning deep-learning forecasting-model machine-learning self-supervised-learning time-series time-series-decomposition time-series-forecasting

Last synced: 09 Apr 2025

https://github.com/wangz10/contrastive_loss

Experiments with supervised contrastive learning methods with different loss functions

contrastive-learning deep-learning

Last synced: 08 May 2025

https://github.com/andrewatanov/simclr-pytorch

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

contrastive-learning deep-learning pytorch pytorch-implementation representation-learning self-supervised-learning

Last synced: 09 Apr 2025

https://github.com/wvangansbeke/self-supervised-learning-overview

📜 Self-Supervised Learning from Images: Up-to-date reading list.

clustering contrastive-learning representation-learning self-supervised-learning unsupervised-learning

Last synced: 25 Jan 2026

https://github.com/rucaibox/negative-sampling-paper

This repository collects 100 papers related to negative sampling methods.

computer-vision contrastive-learning negative-sampling paper papers recommender-system

Last synced: 14 Feb 2026

https://github.com/cvi-szu/ccam

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

contrastive-learning image-segmentation weakly-supervised-learning weakly-supervised-segmentation

Last synced: 17 Mar 2025

https://github.com/chao1224/GraphMVP

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

contrastive-learning generative-model geometry graph molecule pretraining self-supervised self-supervised-learning

Last synced: 09 May 2025

https://github.com/RUCAIBox/Negative-Sampling-Paper

This repository collects 100 papers related to negative sampling methods.

computer-vision contrastive-learning negative-sampling paper papers recommender-system

Last synced: 09 May 2025

https://github.com/chao1224/graphmvp

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

contrastive-learning generative-model geometry graph molecule pretraining self-supervised self-supervised-learning

Last synced: 23 Oct 2025

https://github.com/parasj/contracode

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

compiler contrastive-learning deep-learning machine-learning momentum-contrast programming-language pytorch

Last synced: 08 Sep 2025

https://github.com/cambridgeltl/sapbert

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

acl2021 bert bionlp contrastive-learning language-model lexical-semantics machine-learning metric-learning naacl2021 nlp representation-learning

Last synced: 23 Nov 2025

https://github.com/hiyouga/dual-contrastive-learning

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

bert contrastive-learning deep-learning natural-language-processing neural-networks text-classification transformers

Last synced: 17 Oct 2025

https://github.com/jgraving/selfsne

Self-Supervised Noise Embeddings (Self-SNE)

clustering contrastive-learning deep-learning dimensionality-reduction embedding-models machine-learning self-supervised-learning

Last synced: 13 Dec 2025

https://github.com/yangjianxin1/SimCSE

SimCSE有监督与无监督实验复现

contrastive-learning unsupervised-learning

Last synced: 09 May 2025

https://github.com/amazon-science/video-contrastive-learning

Video Contrastive Learning with Global Context, ICCVW 2021

computer-vision contrastive-learning iccv-2021 self-supervised-learning video-understanding

Last synced: 03 May 2025

https://github.com/yangjianxin1/simcse

SimCSE有监督与无监督实验复现

contrastive-learning unsupervised-learning

Last synced: 20 Aug 2025

https://github.com/AstraZeneca/SubTab

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

contrastive-learning multi-view-learning representation-learning self-supervised-learning tabular-data

Last synced: 01 May 2025

https://github.com/astrazeneca/subtab

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

contrastive-learning multi-view-learning representation-learning self-supervised-learning tabular-data

Last synced: 08 May 2025

https://github.com/vita-epfl/social-nce

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

contrastive-learning data-augmentation imitation-learning motion-forecasting multi-agent reinforcement-learning representation-learning

Last synced: 16 Jan 2026

https://github.com/sayakpaul/supervised-contrastive-learning-in-tensorflow-2

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

computer-vision contrastive-learning deep-learning keras representation-learning supervised-contrastive-learning tensorflow

Last synced: 15 Apr 2025

https://github.com/salesforce/CoMatch

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

contrastive-learning representation-learning self-supervised-learning semi-supervised-learning

Last synced: 08 May 2025

https://github.com/salesforce/comatch

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

contrastive-learning representation-learning self-supervised-learning semi-supervised-learning

Last synced: 15 Apr 2025

https://github.com/galilai-group/stable-pretraining

Reliable, minimal and scalable library for pretraining foundation and world models

computer-vision computer-vision-algorithms contrastive-learning deep-learning distributed foundation-models joint-embedding joint-embedding-predictive-architecture large-language-model multimodal-learning pytorch self-supervised-learning stable-pretraining transformers

Last synced: 17 Feb 2026

https://github.com/visresearch/patchmix

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

cifar contrastive-learning imagenet representation-learning self-supervised-learning transfer-learning unsupervised-learning vision-transformer

Last synced: 04 Apr 2026

https://github.com/JunlinHan/YOCO

Code for You Only Cut Once: Boosting Data Augmentation with a Single Cut, ICML 2022.

cifar10 cifar100 classification computer-vision contrastive-learning data-augmentation data-augmentation-strategies data-augmentations icml imagenet imagenet-classifier instance-segmentation object-detection pytorch rain-removal super-resolution

Last synced: 15 Aug 2025

https://github.com/lucidrains/mammut-pytorch

Implementation of MaMMUT, a simple vision-encoder text-decoder architecture for multimodal tasks from Google, in Pytorch

artificial-intelligence contrastive-learning deep-learning multimodal

Last synced: 26 Jul 2025

https://github.com/ml-jku/clamp

Code for the paper Enhancing Activity Prediction Models in Drug Discovery with the Ability to Understand Human Language

assay-modeling cheminformatics contrastive-learning drug-discovery machine-learning qsar zero-shot

Last synced: 20 Jun 2025

https://github.com/mahmoodlab/TANGLE

Transcriptomics-guided Slide Representation Learning in Computational Pathology - CVPR 2024

contrastive-learning histology-transcriptomics mahmoodlab pathology pathology-genomics pathology-representation pathology-transcriptomics slide-representation-learning tangle

Last synced: 06 May 2025

https://github.com/x-plug/mplug-halowl

mPLUG-HalOwl: Multimodal Hallucination Evaluation and Mitigating

benchmark contrastive-learning hallucinations mllm multimodal-hallucination multimodal-large-language-models

Last synced: 31 Aug 2025

https://github.com/mahmoodlab/tangle

Transcriptomics-guided Slide Representation Learning in Computational Pathology - CVPR 2024

contrastive-learning histology-transcriptomics mahmoodlab pathology pathology-genomics pathology-representation pathology-transcriptomics slide-representation-learning tangle

Last synced: 14 Jul 2025

https://github.com/kaiwenzha/Rank-N-Contrast

[NeurIPS 2023, Spotlight] Rank-N-Contrast: Learning Continuous Representations for Regression

continuity contrastive-learning neurips neurips-2023 ranking-algorithms regression representation-learning

Last synced: 06 May 2025

https://github.com/thunlp/re-context-or-names

Bert-based models(BERT, MTB, CP) for relation extraction.

bert contrastive-learning pretrain pytorch relation-extraction

Last synced: 25 Apr 2025

https://github.com/wvangansbeke/revisiting-contrastive-ssl

Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations. [NeurIPS 2021]

clustering contrastive-learning moco neurips neurips2021 pretraining representation-learning self-supervised-learning transfer-learning unsupervised-learning

Last synced: 12 Apr 2025

https://github.com/ayulockin/swav-tf

TensorFlow implementation of "Unsupervised Learning of Visual Features by Contrasting Cluster Assignments".

augmentation contrastive-learning keras representation-learning self-supervised-learning tensorflow tensorflow2

Last synced: 19 Oct 2025

https://github.com/amazon-science/semimtr-text-recognition

Multimodal Semi-Supervised Learning for Text Recognition (SemiMTR)

computer-vision consistency-regularization contrastive-learning deep-learning ocr pytorch scene-text-recognition self-supervised-learning semi-supervised-learning text-recognition

Last synced: 14 Jun 2025

https://github.com/haoliuhl/hybrid-discriminative-generative

Hybrid Discriminative-Generative Training via Contrastive Learning

contrastive-learning discriminative-model generative-model

Last synced: 16 Mar 2025

https://github.com/arig23498/g-simclr

This is the code base for paper "G-SimCLR : Self-Supervised Contrastive Learning with Guided Projection via Pseudo Labelling" by Souradip Chakraborty, Aritra Roy Gosthipaty and Sayak Paul.

clustering contrastive-learning keras-tensorflow self-supervised-learning tensorflow2 visual-recognition

Last synced: 30 Apr 2025

https://github.com/chaht01/co2l

Co^2L: Contrastive Continual Learning (ICCV2021)

continual-learning contrastive-learning deep-learning machine-learning representation-learning

Last synced: 12 Aug 2025

https://github.com/aptx1231/start

[ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics Framework (START).

contrastive-learning graph-attention-networks icde icde2023 representation-learning self-supervised-learning trajectory-analysis trajectory-clustering trajectory-prediction trajectory-representation trajectory-representation-learning trajectory-similarity transformer unsupervised-learning