Topic: representation-learning Goto Github

👇 Here are 772 public repositories matching this topic...

accenture / ampligraph
representation-learning,Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org
Organization: accenture
machine-learning knowledge-graph relational-learning representation-learning graph-representation-learning graph-embeddings knowledge-graph-embeddings

araffin / robotics-rl-srl
representation-learning,S-RL Toolbox: Reinforcement Learning (RL) and State Representation Learning (SRL) for Robotics
User: araffin
Home Page: https://s-rl-toolbox.readthedocs.io
reinforcement-learning state representation-learning robotics kuka baxter-robot arm pytorch pybullet gym

asheeshcric / awesome-contrastive-self-supervised-learning
representation-learning,A comprehensive list of awesome contrastive self-supervised learning papers.
User: asheeshcric
hacktoberfest-accepted self-supervised-learning representation-learning unsupervised-learning deep-learning transfer-learning

baaivision / eva
representation-learning,EVA Series: Visual Representation Fantasies from BAAI
Organization: baaivision
foundation-models representation-learning vision-transformer

baaivision / tokenize-anything
representation-learning,Tokenize Anything via Prompting
Organization: baaivision
foundation-models multimodal promptable representation-learning

chihming / awesome-network-embedding
representation-learning,A curated list of network embedding techniques.
User: chihming
network-embedding representation-learning graph-embeddings knowledge-graph

cnclabs / smore
representation-learning,SMORe: Modularize Graph Embedding for Recommendation
Organization: cnclabs
network-embedding representation-learning matrix-factorization knowledge-graph

davidtellez / contrastive-predictive-coding
representation-learning,Keras implementation of Representation Learning with Contrastive Predictive Coding
User: davidtellez
deep-learning representation-learning unsupervised-learning contrastive-loss predictive-modeling

deepgraphlearning / graphvite
representation-learning,GraphVite: A General and High-performance Graph Embedding System
Organization: deepgraphlearning
Home Page: https://graphvite.io
machine-learning network-embedding knowledge-graph data-visualization representation-learning cuda gpu

github / codesearchnet
representation-learning,Datasets, tools, and benchmarks for representation learning of code.
Organization: github
Home Page: https://arxiv.org/abs/1909.09436
deep-learning natural-language-processing programming-language-theory machine-learning tensorflow datasets data-science machine-learning-on-source-code representation-learning neural-networks

google-research / simclr
representation-learning,SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners
Organization: google-research
Home Page: https://arxiv.org/abs/2006.10029
simclr contrastive-learning representation-learning self-supervised-learning unsupervised-learning computer-vision simclrv2

jackroos / vl-bert
representation-learning,Code for ICLR 2020 paper "VL-BERT: Pre-training of Generic Visual-Linguistic Representations".
User: jackroos
pre-training representation-learning self-supervised-learning vision-and-language bert pytorch iclr2020 vl-bert

jefflai108 / contrastive-predictive-coding-pytorch
representation-learning,Contrastive Predictive Coding for Automatic Speaker Verification
User: jefflai108
representation-learning contrastive-loss predictive-modeling unsupervised-learning automatic-speaker-verification

jhy1993 / representation-learning-on-heterogeneous-graph
representation-learning,Representation-Learning-on-Heterogeneous-Graph
User: jhy1993
network-embedding heterogeneous-graph representation-learning graph-neural-network network-representation-learning heterogeneous-information-networks deep-learning machine-learning graph-embedding

jindongwang / transferlearning
representation-learning,Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
User: jindongwang
Home Page: http://transferlearning.xyz/
transferlearning domain-adaptation transfer-learning survey deep-learning generalization few-shot tutorial-code theory papers

johngiorgi / declutr
representation-learning,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!
User: johngiorgi
Home Page: https://aclanthology.org/2021.acl-long.72/
contrastive-learning natural-language-processing allennlp pytorch transformers representation-learning sentence-embeddings sentence-similarity semantic-search semantic-text-similarity

jvpoulos / causal-ml
representation-learning,Must-read papers and resources related to causal inference and machine (deep) learning
User: jvpoulos
causal-inference causal-models counterfactual treatment-effects representation-learning causal-discovery paper-list randomized-controlled-trials heterogeneous-treatment-effects counterfactual-learning

libcity / bigscity-libcity
representation-learning,LibCity: An Open Library for Urban Spatial-temporal Data Mining
Organization: libcity
Home Page: https://libcity.ai/
traffic traffic-prediction traffic-flow-prediction traffic-speed-prediction on-demand-service trajectory-prediction toolkit deep-learning spatio-temporal-prediction spatio-temporal

lirongwu / awesome-graph-self-supervised-learning
representation-learning,Code for TKDE paper "Self-supervised learning on graphs: Contrastive, generative, or predictive"
User: lirongwu
self-supervised-learning machine-learning unsupervised-learning graph-neural-networks pre-training data-augmentation pretext-task representation-learning transfer-learning deep-learning

lirongwu / awesome-protein-representation-learning
representation-learning,Awesome Protein Representation Learning
User: lirongwu
protein-embedding protein-modeling protein-representation-learning protein-sequences representation-learning

matthewvowels1 / awesome-vaes
representation-learning,A curated list of awesome work on VAEs, disentanglement, representation learning, and generative models.
User: matthewvowels1
vae variational-autoencoder awesome-list disentanglement disentangled-representations representation-learning deep-learning generative-model unsupervised-learning variational-inference

microsoft / deberta
representation-learning,The implementation of DeBERTa
Organization: microsoft
bert deeplearning representation-learning roberta language-model natural-language-understanding self-attention transformer-encoder

mims-harvard / decagon
representation-learning,Graph convolutional neural network for multirelational link prediction
Organization: mims-harvard
Home Page: http://snap.stanford.edu/decagon
deep-learning embeddings graph-convolutional-networks graph-neural-networks pharmacology representation-learning

mrgiovanni / modelsgenesis
representation-learning,[MICCAI 2019] [MEDIA 2020] Models Genesis
User: mrgiovanni
3d-model fine-tuning foundation-models pre-trained-model representation-learning self-supervised-learning transfer-learning

ofa-sys / one-peace
representation-learning,A general representation model across vision, audio, language modalities. Paper: ONE-PEACE: Exploring One General Representation Model Toward Unlimited Modalities
Organization: ofa-sys
foundation-models multimodal representation-learning vision-language audio-language vision-and-language vision-transformer contrastive-loss

oml-team / open-metric-learning
representation-learning,Library for metric learning pipelines and models.
Organization: oml-team
Home Page: https://open-metric-learning.readthedocs.io/en/latest/index.html
computer-vision data-science deep-learning metric-learning pytorch pytorch-lightning representation-learning hacktoberfest similarity-learning hacktoberfest-2023

openrobotlab / pointllm
representation-learning,[arXiv 2023] PointLLM: Empowering Large Language Models to Understand Point Clouds
Organization: openrobotlab
Home Page: https://runsenxu.com/projects/PointLLM
3d chatbot foundation-models gpt-4 large-language-models llama multimodal objaverse point-cloud representation-learning

paddlepaddle / paddlehelix
representation-learning,Bio-Computing Platform Featuring Large-Scale Representation Learning and Multi-Task Deep Learning “螺旋桨”生物计算工具集
Organization: paddlepaddle
biocomputing machine-learning deeplearning rna-structure-prediction dti representation-learning graph-networks protein-structure-prediction self-supervised-learning ppi

pliang279 / awesome-multimodal-ml
representation-learning,Reading list for research topics in multimodal machine learning
User: pliang279
multimodal-learning machine-learning representation-learning natural-language-processing computer-vision speech-processing robotics healthcare reading-list deep-learning

pliang279 / multibench
representation-learning,[NeurIPS 2021] Multiscale Benchmarks for Multimodal Representation Learning
User: pliang279
machine-learning multimodal-learning robotics natural-language-processing computer-vision deep-learning healthcare representation-learning speech-processing

ryanzhumich / contrastive-learning-nlp-papers
representation-learning,Paper List for Contrastive Learning for Natural Language Processing
User: ryanzhumich
contrastive-learning natural-language-processing machine-learning metric-learning representation-learning

s3prl / s3prl
representation-learning,Self-Supervised Speech Pre-training and Representation Learning Toolkit
Organization: s3prl
Home Page: https://s3prl.github.io/s3prl/
speech-representation mockingjay representation-learning apc tera self-supervised-learning speech-pretraining vq-apc wav2vec vq-wav2vec

salesforce / albef
representation-learning,Code for ALBEF: a new vision-language pre-training method
Organization: salesforce
vision-and-language representation-learning image-text weakly-supervised-learning contrastive-learning

salesforce / pcl
representation-learning,PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"
Organization: salesforce
representation-learning self-supervised-learning unsupervsied-learning contrastive-learning pre-trained-model

salesforceairesearch / uni2ts
representation-learning,Unified Training of Universal Time Series Forecasting Transformers
Organization: salesforceairesearch
deep-learning forecasting machine-learning pre-trained-models pre-training representation-learning time-series time-series-forecasting transformers universal-forecasting

shaoxiongji / knowledge-graphs
representation-learning,A collection of research on knowledge graphs
User: shaoxiongji
Home Page: https://shaoxiongji.github.io/knowledge-graphs/
knowledge-graph representation-learning relation-extraction reasoning natural-language-processing temporal-knowledge-graph ner commonsense meta-relational-learning cross-modal

spijkervet / simclr
representation-learning,PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.
User: spijkervet
simclr pytorch contrastive-learning unsupervised-learning representation-learning

sthalles / pytorch-byol
representation-learning,PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning
User: sthalles
pytorch byol representation-learning simclr unsupervised-learning deep-learning self-supervised-learning

sthalles / simclr
representation-learning,PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations
User: sthalles
Home Page: https://sthalles.github.io/simple-self-supervised-learning/
machine-learning deep-learning representation-learning pytorch-implementation pytorch torchvision unsupervised-learning contrastive-loss simclr

sujit-o / pykg2vec
representation-learning,Python library for knowledge graph embedding and representation learning.
User: sujit-o
knowledge-graph embedding-models embedding-python representation-learning

the-learning-and-vision-atelier-lava / dasr
representation-learning,[CVPR 2021] Unsupervised Degradation Representation Learning for Blind Super-Resolution
Organization: the-learning-and-vision-atelier-lava
representation-learning super-resolution

thudm / gatne
representation-learning,Source code and dataset for KDD 2019 paper "Representation Learning for Attributed Multiplex Heterogeneous Network"
Organization: thudm
network-embedding heterogeneous-network representation-learning multiplex-networks attributed-networks

unum-cloud / uform
representation-learning,Pocket-Sized Multimodal AI for content understanding and generation across multilingual texts, images, and 🔜 video, up to 5x faster than OpenAI CLIP and LLaVA 🖼️ & 🖋️
Organization: unum-cloud
Home Page: https://unum-cloud.github.io/uform/
huggingface-transformers language-vision multimodal pytorch semantic-search transformer cross-attention vector-search bert neural-network

wvangansbeke / unsupervised-classification
representation-learning,SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]
User: wvangansbeke
Home Page: https://arxiv.org/abs/2005.12320
unsupervised-learning image-classification self-supervised-learning clustering eccv-2020 eccv2020 representation-learning contrastive-learning simclr moco

wvangansbeke / unsupervised-semantic-segmentation
representation-learning,Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals. [ICCV 2021]
User: wvangansbeke
Home Page: https://openaccess.thecvf.com/content/ICCV2021/html/Van_Gansbeke_Unsupervised_Semantic_Segmentation_by_Contrasting_Object_Mask_Proposals_ICCV_2021_paper.html
self-supervised-learning representation-learning clustering unsupervised-learning moco contrastive-learning semantic-segmentation pascal-voc iccv2021 iccv

yanndubs / disentangling-vae
representation-learning,Experiments for understanding disentanglement in VAE latent representations
User: yanndubs
beta-vae factor-vae vae variational-autoencoder unsupervised-learning celeba dsprites beta-tcvae disentangled-representations chairs-dataset mnist fashion-mnist representation-learning reproducible-research deep-learning pytorch disentanglement

yuangongnd / ast
representation-learning,Code for the Interspeech 2021 paper "AST: Audio Spectrogram Transformer".
User: yuangongnd
pytorch audio-classification deep-learning audio representation-learning keyword-spotting speech-commands speech-classification

yueliu1999 / awesome-deep-graph-clustering
representation-learning,Awesome Deep Graph Clustering is a collection of SOTA, novel deep graph clustering methods (papers, codes, and datasets).
User: yueliu1999
deep-clustering graph-neural-networks self-supervised-learning representation-learning surveys data-mining deep-learning graph-convolutional-networks graph-embedding network-embedding

yukimasano / self-label
representation-learning,Self-labelling via simultaneous clustering and representation learning. (ICLR 2020)
User: yukimasano
Home Page: http://www.robots.ox.ac.uk/~vgg/research/self-label/
iclr2020 self-supervised-learning representation-learning clustering resnet resnet-v2

zhirongw / lemniscate.pytorch
representation-learning,Unsupervised Feature Learning via Non-parametric Instance Discrimination
User: zhirongw
computer-vision deep-learning unsupervised-learning imagenet pytorch nce cvpr2018 representation-learning self-supervised-learning