representation-learning
There are 785 repositories under representation-learning topic.
jindongwang/transferlearning
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
pliang279/awesome-multimodal-ml
Reading list for research topics in multimodal machine learning
google-research/simclr
SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners
chihming/awesome-network-embedding
A curated list of network embedding techniques.
github/CodeSearchNet
Datasets, tools, and benchmarks for representation learning of code.
sthalles/SimCLR
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations
Accenture/AmpliGraph
Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org
s3prl/s3prl
Self-Supervised Speech Pre-training and Representation Learning Toolkit
baaivision/EVA
EVA Series: Visual Representation Fantasies from BAAI
microsoft/DeBERTa
The implementation of DeBERTa
shaoxiongji/knowledge-graphs
A collection of research on knowledge graphs
salesforce/ALBEF
Code for ALBEF: a new vision-language pre-training method
wvangansbeke/Unsupervised-Classification
SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]
LirongWu/awesome-graph-self-supervised-learning
Code for TKDE paper "Self-supervised learning on graphs: Contrastive, generative, or predictive"
DeepGraphLearning/graphvite
GraphVite: A General and High-performance Graph Embedding System
asheeshcric/awesome-contrastive-self-supervised-learning
A comprehensive list of awesome contrastive self-supervised learning papers.
YuanGongND/ast
Code for the Interspeech 2021 paper "AST: Audio Spectrogram Transformer".
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 🖼️ & 🖋️
OFA-Sys/ONE-PEACE
A general representation model across vision, audio, language modalities. Paper: ONE-PEACE: Exploring One General Representation Model Toward Unlimited Modalities
LibCity/Bigscity-LibCity
LibCity: An Open Library for Urban Spatial-temporal Data Mining
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
YannDubs/disentangling-vae
Experiments for understanding disentanglement in VAE latent representations
OML-Team/open-metric-learning
Library for metric learning pipelines and models.
matthewvowels1/Awesome-VAEs
A curated list of awesome work on VAEs, disentanglement, representation learning, and generative models.
zhirongw/lemniscate.pytorch
Unsupervised Feature Learning via Non-parametric Instance Discrimination
jackroos/VL-BERT
Code for ICLR 2020 paper "VL-BERT: Pre-training of Generic Visual-Linguistic Representations".
MrGiovanni/ModelsGenesis
[MICCAI 2019] [MEDIA 2020] Models Genesis
Spijkervet/SimCLR
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.
yueliu1999/Awesome-Deep-Graph-Clustering
Awesome Deep Graph Clustering is a collection of SOTA, novel deep graph clustering methods (papers, codes, and datasets).
jvpoulos/causal-ml
Must-read papers and resources related to causal inference and machine (deep) learning
araffin/robotics-rl-srl
S-RL Toolbox: Reinforcement Learning (RL) and State Representation Learning (SRL) for Robotics
Sujit-O/pykg2vec
Python library for knowledge graph embedding and representation learning.
salesforce/PCL
PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"
LirongWu/awesome-protein-representation-learning
Awesome Protein Representation Learning
yukimasano/self-label
Self-labelling via simultaneous clustering and representation learning. (ICLR 2020)
THUDM/GATNE
Source code and dataset for KDD 2019 paper "Representation Learning for Attributed Multiplex Heterogeneous Network"