Representation learning | Ecosyste.ms: Awesome

https://github.com/jindongwang/transferlearning

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

deep-learning domain-adaptation domain-adaption domain-generalization few-shot few-shot-learning generalization machine-learning meta-learning paper papers representation-learning self-supervised-learning style-transfer survey theory transfer-learning transferlearning tutorial-code unsupervised-learning

Last synced: 20 Mar 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/baaivision/eva

EVA Series: Visual Representation Fantasies from BAAI

foundation-models representation-learning vision-transformer

Last synced: 15 May 2025

https://github.com/sthalles/simclr

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

contrastive-loss deep-learning machine-learning pytorch pytorch-implementation representation-learning simclr torchvision unsupervised-learning

Last synced: 15 May 2025

https://github.com/s3prl/s3prl

Self-Supervised Speech Pre-training and Representation Learning Toolkit

apc cpc data2vec decoar decoar2 distilhubert hubert mockingjay pase representation-learning self-supervised-learning speech-pretraining speech-representation tera unispeech-sat vq-apc vq-wav2vec wav2vec wav2vec2 wavlm

Last synced: 13 May 2025

https://github.com/github/CodeSearchNet

Datasets, tools, and benchmarks for representation learning of code.

bert cnn data data-science datasets deep-learning machine-learning machine-learning-on-source-code ml natural-language-processing neural-networks nlp nlp-machine-learning open-data programming-language-theory python representation-learning rnn self-attention tensorflow

Last synced: 13 Mar 2025

https://github.com/baaivision/EVA

EVA Series: Visual Representation Fantasies from BAAI

foundation-models representation-learning vision-transformer

Last synced: 20 Mar 2025

https://github.com/github/codesearchnet

Datasets, tools, and benchmarks for representation learning of code.

bert cnn data data-science datasets deep-learning machine-learning machine-learning-on-source-code ml natural-language-processing neural-networks nlp nlp-machine-learning open-data programming-language-theory python representation-learning rnn self-attention tensorflow

Last synced: 29 Sep 2025

https://github.com/accenture/ampligraph

Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org

graph-embeddings graph-representation-learning knowledge-graph knowledge-graph-embeddings machine-learning relational-learning representation-learning

Last synced: 13 May 2025

https://github.com/Accenture/AmpliGraph

Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org

graph-embeddings graph-representation-learning knowledge-graph knowledge-graph-embeddings machine-learning relational-learning representation-learning

Last synced: 03 Apr 2025

https://github.com/microsoft/deberta

The implementation of DeBERTa

bert deeplearning language-model natural-language-understanding representation-learning roberta self-attention transformer-encoder

Last synced: 14 May 2025

https://github.com/microsoft/DeBERTa

The implementation of DeBERTa

bert deeplearning language-model natural-language-understanding representation-learning roberta self-attention transformer-encoder

Last synced: 18 Apr 2025

https://github.com/cambrian-mllm/cambrian

Cambrian-1 is a family of multimodal LLMs with a vision-centric design.

chatbot clip computer-vision dino instruction-tuning large-language-models llms mllm multimodal-large-language-models representation-learning

Last synced: 14 May 2025

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/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/DeepGraphLearning/graphvite

GraphVite: A General and High-performance Graph Embedding System

cuda data-visualization gpu knowledge-graph machine-learning network-embedding representation-learning

Last synced: 13 Apr 2025

https://github.com/deepgraphlearning/graphvite

GraphVite: A General and High-performance Graph Embedding System

cuda data-visualization gpu knowledge-graph machine-learning network-embedding representation-learning

Last synced: 16 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/paddlepaddle/paddlehelix

Bio-Computing Platform Featuring Large-Scale Representation Learning and Multi-Task Deep Learning “螺旋桨”生物计算工具集

biocomputing ddi deeplearning dti graph-networks machine-learning molecule-design ppi protein-design protein-docking protein-folding protein-structure-prediction representation-learning rna-structure-prediction self-supervised-learning

Last synced: 16 May 2025

https://github.com/OFA-Sys/ONE-PEACE

A general representation model across vision, audio, language modalities. Paper: ONE-PEACE: Exploring One General Representation Model Toward Unlimited Modalities

audio-language contrastive-loss foundation-models multimodal representation-learning vision-and-language vision-language vision-transformer

Last synced: 22 Jul 2025

https://github.com/ofa-sys/one-peace

A general representation model across vision, audio, language modalities. Paper: ONE-PEACE: Exploring One General Representation Model Toward Unlimited Modalities

audio-language contrastive-loss foundation-models multimodal representation-learning vision-and-language vision-language vision-transformer

Last synced: 13 May 2025

https://github.com/LibCity/Bigscity-LibCity

LibCity: An Open Library for Urban Spatial-temporal Data Mining

deep-learning estimated-time-of-arrival eta libcity map-matching od-matrix on-demand-service pytorch-implementation representation-learning spatio-temporal spatio-temporal-prediction time-series-prediction toolkit traffic traffic-accident-prediction traffic-flow-prediction traffic-forecasting traffic-prediction traffic-speed-prediction trajectory-prediction

Last synced: 21 Jul 2025

https://github.com/oml-team/open-metric-learning

Metric learning and retrieval pipelines, models and zoo.

computer-vision data-science deep-learning hacktoberfest hacktoberfest-2023 hacktoberfest2023 metric-learning pytorch pytorch-lightning representation-learning similarity-learning

Last synced: 14 Apr 2025

https://github.com/InternRobotics/PointLLM

[ECCV 2024 Best Paper Candidate & TPAMI 2025] PointLLM: Empowering Large Language Models to Understand Point Clouds

3d chatbot foundation-models gpt-4 large-language-models llama multimodal objaverse point-cloud pointllm representation-learning vision-and-language

Last synced: 20 Aug 2025

https://github.com/PaddlePaddle/PaddleHelix

Bio-Computing Platform Featuring Large-Scale Representation Learning and Multi-Task Deep Learning “螺旋桨”生物计算工具集

biocomputing ddi deeplearning dti graph-networks machine-learning molecule-design ppi protein-design protein-docking protein-folding protein-structure-prediction representation-learning rna-structure-prediction self-supervised-learning

Last synced: 09 May 2025

https://github.com/yanndubs/disentangling-vae

Experiments for understanding disentanglement in VAE latent representations

beta-tcvae beta-vae celeba chairs-dataset deep-learning disentangled-representations disentanglement dsprites factor-vae fashion-mnist mnist pytorch representation-learning reproducible-research unsupervised-learning vae variational-autoencoder

Last synced: 12 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/mrgiovanni/modelsgenesis

[MICCAI 2019 Young Scientist Award] [MEDIA 2020 Best Paper Award] Models Genesis

3d-model fine-tuning foundation-models pre-trained-model representation-learning self-supervised-learning transfer-learning

Last synced: 15 May 2025

https://github.com/zhirongw/lemniscate.pytorch

Unsupervised Feature Learning via Non-parametric Instance Discrimination

computer-vision cvpr2018 deep-learning imagenet nce pytorch representation-learning self-supervised-learning unsupervised-learning

Last synced: 16 Nov 2025

https://github.com/jackroos/VL-BERT

Code for ICLR 2020 paper "VL-BERT: Pre-training of Generic Visual-Linguistic Representations".

bert iclr2020 pre-training pytorch representation-learning self-supervised-learning vision-and-language vl-bert

Last synced: 02 Apr 2025

https://github.com/OpenRobotLab/PointLLM

[ECCV 2024 Best Paper Candidate] PointLLM: Empowering Large Language Models to Understand Point Clouds

3d chatbot foundation-models gpt-4 large-language-models llama multimodal objaverse point-cloud pointllm representation-learning vision-and-language

Last synced: 20 Mar 2025

https://github.com/jvpoulos/causal-ml

Must-read papers and resources related to causal inference and machine (deep) learning

causal-discovery causal-inference causal-learning causal-models counterfactual counterfactual-learning deep-learning estimating-treatment-effects heterogeneous-treatment-effects machine-learning paper-list randomized-controlled-trials representation-learning treatment-effects

Last synced: 29 Mar 2025

https://github.com/araffin/robotics-rl-srl

S-RL Toolbox: Reinforcement Learning (RL) and State Representation Learning (SRL) for Robotics

arm baselines baxter-robot gym kuka pybullet pytorch reinforcement-learning representation-learning robotics state

Last synced: 04 Apr 2025

https://github.com/Sujit-O/pykg2vec

Python library for knowledge graph embedding and representation learning.

embedding-models embedding-python knowledge-graph representation-learning

Last synced: 29 Apr 2025

https://github.com/sujit-o/pykg2vec

Python library for knowledge graph embedding and representation learning.

embedding-models embedding-python knowledge-graph representation-learning

Last synced: 09 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: 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/baaivision/tokenize-anything

[ECCV 2024] Tokenize Anything via Prompting

foundation-models multimodal promptable representation-learning

Last synced: 15 May 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/thudm/gatne

Source code and dataset for KDD 2019 paper "Representation Learning for Attributed Multiplex Heterogeneous Network"

attributed-networks heterogeneous-network multiplex-networks network-embedding representation-learning

Last synced: 05 Apr 2025

https://github.com/yukimasano/self-label

Self-labelling via simultaneous clustering and representation learning. (ICLR 2020)

clustering iclr2020 representation-learning resnet resnet-v2 self-supervised-learning

Last synced: 08 May 2025

https://github.com/pliang279/MultiBench

[NeurIPS 2021] Multiscale Benchmarks for Multimodal Representation Learning

computer-vision deep-learning healthcare machine-learning multimodal-learning natural-language-processing representation-learning robotics speech-processing

Last synced: 08 May 2025

https://github.com/pliang279/multibench

[NeurIPS 2021] Multiscale Benchmarks for Multimodal Representation Learning

computer-vision deep-learning healthcare machine-learning multimodal-learning natural-language-processing representation-learning robotics speech-processing

Last synced: 02 Mar 2025

https://github.com/sthalles/pytorch-byol

PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning

byol deep-learning pytorch representation-learning self-supervised-learning simclr unsupervised-learning

Last synced: 05 Apr 2025

https://github.com/mims-harvard/decagon

Graph convolutional neural network for multirelational link prediction

deep-learning embeddings graph-convolutional-networks graph-neural-networks pharmacology representation-learning

Last synced: 10 Oct 2025

https://github.com/Jhy1993/Representation-Learning-on-Heterogeneous-Graph

Representation-Learning-on-Heterogeneous-Graph

deep-learning graph-embedding graph-neural-network heterogeneous-graph heterogeneous-information-networks machine-learning network-embedding network-representation-learning representation-learning

Last synced: 01 May 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/bshall/hubert

HuBERT content encoders for: A Comparison of Discrete and Soft Speech Units for Improved Voice Conversion

pytorch representation-learning speech voice-conversion

Last synced: 09 Apr 2025

https://github.com/lucashu1/link-prediction

Representation learning for link prediction within social networks

autoencoder graph-algorithms link-prediction networkx node2vec representation-learning social-network

Last synced: 04 Apr 2025

https://github.com/claws-lab/jodie

A PyTorch implementation of ACM SIGKDD 2019 paper "Predicting Dynamic Embedding Trajectory in Temporal Interaction Networks"

dynamic-networks embedding-trajectories embeddings kdd2019 machine-learning network-embedding representation-learning temporal-network

Last synced: 17 Apr 2025

https://github.com/KaiyangZhou/mixstyle-release

Domain Generalization with MixStyle (ICLR'21)

domain-generalization feature-statistics iclr2021 image-classification person-reidentification reinforcement-learning representation-learning

Last synced: 06 May 2025

https://github.com/kaiyangzhou/mixstyle-release

Domain Generalization with MixStyle (ICLR'21)

domain-generalization feature-statistics iclr2021 image-classification person-reidentification reinforcement-learning representation-learning

Last synced: 09 Apr 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/dinghanshen/SWEM

The Tensorflow code for this ACL 2018 paper: "Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms"

deep-learning natural-language-processing representation-learning tensorflow

Last synced: 10 May 2025

https://github.com/hoangcuong2011/Good-Papers

I try my best to keep updated cutting-edge knowledge in Machine Learning/Deep Learning and Natural Language Processing. These are my notes on some good papers

computer-vision convolutional-networks deep-kernel-learning deep-learning gaussian-processes kernel-learning machine-learning natural-language-processing neural-machine-translation neural-network representation-learning semi-supervised-learning variational-autoencoders variational-inference

Last synced: 19 Jul 2025

https://github.com/cvjena/semantic-embeddings

Hierarchy-based Image Embeddings for Semantic Image Retrieval

computer-vision deep-learning image-retrieval keras machine-learning prior-knowledge representation-learning wacv19 wacv2019 wacv2020

Last synced: 28 Jan 2026

https://github.com/vijaydwivedi75/gnn-lspe

Source code for GNN-LSPE (Graph Neural Networks with Learnable Structural and Positional Representations), ICLR 2022

attention geometric-deep-learning gnn gnn-lspe graph-deep-learning graph-neural-networks graph-representation-learning graph-transformer graphs lspe message-passing molecules positional-encoding representation-learning transformer-networks transformers

Last synced: 03 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/google-deepmind/multi_object_datasets

Multi-object image datasets with ground-truth segmentation masks and generative factors.

datasets deepmind representation-learning segmentation

Last synced: 17 Jun 2025

https://github.com/TatsuyaShirakawa/poincare-embedding

Poincaré Embedding (unofficial)

hyperbolic-geometry machine-learning representation-learning

Last synced: 29 Apr 2025

https://github.com/SaberaTalukder/TOTEM

The official code 👩‍💻 for - TOTEM: TOkenized Time Series EMbeddings for General Time Series Analysis

foundation-models representation-learning time-series time-series-analysis time-series-anomaly-detection time-series-forecasting time-series-foundation-model time-series-imputation tokenization

Last synced: 26 Aug 2025

https://github.com/jmtomczak/vae_vampprior

Code for the paper "VAE with a VampPrior", J.M. Tomczak & M. Welling

deep-learning generative-model representation-learning variational-autoencoders

Last synced: 01 Apr 2025

https://github.com/yueliu1999/DCRN

[AAAI 2022] An official source code for paper Deep Graph Clustering via Dual Correlation Reduction.

data-mining deep-clustering deep-learning gcn graph-convolutional-network graph-convolutional-networks graph-neural-networks network-embedding pytorch representation-learning self-supervised-learning unsupervised-learning

Last synced: 08 May 2025

https://github.com/ermongroup/variational-ladder-autoencoder

Implementation of VLAE

feature-extraction generative-model representation-learning unsupervised-learning variational-inference

Last synced: 08 May 2025

https://github.com/autonomousvision/factor-fields

[SIGGRAPH 2023] We provide a unified formula for neural fields (Factor Fields) and a novel dictionary factorization (Dictionary Fields)

dictionary nerf representation-learning

Last synced: 27 Jul 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/hangg7/deformable-kernels

Deforming kernels to adapt towards object deformation. In ICLR 2020.

iclr2020 operator pytorch representation-learning

Last synced: 21 Aug 2025

https://github.com/mims-harvard/graphml-tutorials

Tutorials for Machine Learning on Graphs

deep-learning embeddings graph-convolutional-networks graph-ml graph-neural-networks network-embeddings networks representation-learning tutorials

Last synced: 10 Oct 2025

https://github.com/rayhane-mamah/efficient-vdvae

Official Pytorch and JAX implementation of "Efficient-VDVAE: Less is more"

image-generation jax paper python pytorch representation-learning unsupervised-learning vae

Last synced: 22 Jun 2025

https://github.com/mims-harvard/raindrop

Graph Neural Networks for Irregular Time Series

deep-learning embeddings graph-neural-networks irregular-time-series machine-learning representation-learning time-series

Last synced: 10 Oct 2025

https://github.com/ryanchankh/mcr2

Official Implementation of Learning Diverse and Discriminative Representations via the Principle of Maximal Coding Rate Reduction (2020)

clustering deep-learning information-theory representation-learning

Last synced: 08 May 2025

https://github.com/salesforce/alpro

Align and Prompt: Video-and-Language Pre-training with Entity Prompts

prompt-learning representation-learning video-language video-question-answering video-text-retrieval vision-and-language

Last synced: 20 Aug 2025

https://github.com/iamyuanchung/Autoregressive-Predictive-Coding

Autoregressive Predictive Coding: An unsupervised autoregressive model for speech representation learning

pre-training pytorch representation-learning self-supervised-learning unsupervised-learning

Last synced: 19 Jul 2025

https://github.com/thesouthfrog/stylealign

[ICCV 2019]Aggregation via Separation: Boosting Facial Landmark Detector with Semi-Supervised Style Transition

data-augmentation face-alignment facial-landmarks representation-learning semi-supervised-learning

Last synced: 23 Apr 2025

https://github.com/Nicholasli1995/EgoNet

Official project website for the CVPR 2021 paper "Exploring intermediate representation for monocular vehicle pose estimation"

3d-object-detection 3d-pose-estimation 3d-vision autonomous-driving cvpr2021 deep-learning kitti kitti-3d orientation-estimation pose-estimation projective-geometry representation-learning robot-perception self-supervised-learning vehicles

Last synced: 20 Mar 2025

https://github.com/mims-harvard/Raindrop

Graph Neural Networks for Irregular Time Series

deep-learning embeddings graph-neural-networks irregular-time-series machine-learning representation-learning time-series

Last synced: 01 May 2025

https://github.com/benedekrozemberczki/role2vec

A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).

deep-learning deepwalk gensim graph-embedding graph-neural-network graph-wavelet implicit-factorization machine-learning network-embedding network-science node-embedding node2vec pytorch representation-learning research sklearn struc2vec tensorflow weisfeiler-lehman word2vec

Last synced: 07 Jul 2025

https://github.com/araffin/srl-zoo

State Representation Learning (SRL) zoo with PyTorch - Part of S-RL Toolbox

autoencoder deep-learning forward-model inverse-model neural-network pytorch reinforcement-learning representation-learning srl state-representation-learning vae

Last synced: 14 Apr 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/rom1504/image_embeddings

Using efficientnet to provide embeddings for retrieval

computer-vision efficientnet embeddings recommendation-system representation-learning retrieval

Last synced: 07 Apr 2025

https://github.com/iamhankai/attribute-aware-attention

[ACM MM 2018] Attribute-Aware Attention Model for Fine-grained Representation Learning

attention-mechanism convolutional-neural-networks cub-dataset fine-grained-classification fine-grained-visual-categorization person-reidentification representation-learning

Last synced: 19 Jul 2025

https://github.com/vintasoftware/entity-embed

PyTorch library for transforming entities like companies, products, etc. into vectors to support scalable Record Linkage / Entity Resolution using Approximate Nearest Neighbors.

approximate-nearest-neighbors data-matching deduplication deep-learning embeddings entity-matching entity-resolution python pytorch record-linkage representation-learning

Last synced: 08 Oct 2025

https://github.com/timsainb/parametricumap_paper

Parametric UMAP embeddings for representation and semisupervised learning. From the paper "Parametric UMAP: learning embeddings with deep neural networks for representation and semi-supervised learning" (Sainburg, McInnes, Gentner, 2020).

dimensionality-reduction machine-learning representation-learning semisupervised-learning umap

Last synced: 16 Oct 2025