知识表示相关学习算法
Awesome Protein Representation Learning
Representation learning on large graphs using stochastic graph convolutions.
Autoencoders for Link Prediction and Semi-Supervised Node Classification (DSAA 2018)
Representation-Learning-on-Heterogeneous-Graph
Unsupervised Scalable Representation Learning for Multivariate Time Series: Experiments
Code for "Unsupervised State Representation Learning in Atari"
Self-Supervised Speech Pre-training and Representation Learning Toolkit
翻译 - 自我监督的语音预训练和表征学习工具包。
Datasets, tools, and benchmarks for representation learning of code.
翻译 - 用于代码表示学习的数据集,工具和基准。
Learning Continuous Signed Distance Functions for Shape Representation
翻译 - 学习连续符号距离函数以进行形状表示
Graph Representation Learning
Heterogeneous information network representation learning
🎎 InfoGAN: Interpretable Representation Learning
CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning
Improved Word Representation Learning with Sememes
hypergraph representation learning, graph neural network
Scaling and Benchmarking Self-Supervised Visual Representation Learning
翻译 - 自我监督视觉表示学习的扩展和基准测试
Voltron: Language-Driven Representation Learning for Robotics
Generic implementation for clustering with deep learning : representation learning (DNN) + clustering
[NeurIPS 2021] Multiscale Benchmarks for Multimodal Representation Learning
【EMNLP 2024🔥】Video-LLaVA: Learning United Visual Representation by Alignment Before Projection