representation-learning topic

🧶 Modular VAE disentanglement framework for python built with PyTorch Lightning ▸ Including metrics and datasets ▸ With strongly supervised, weakly supervised and unsupervised methods ▸ Easily config...

nmichlo

Experiments for understanding disentanglement in VAE latent representations

YannDubs

A curated list of network embedding techniques.

chihming

A sparsity aware and memory efficient implementation of "Attributed Social Network Embedding" (TKDE 2018).

benedekrozemberczki

The reference implementation of FEATHER from the CIKM '20 paper "Characteristic Functions on Graphs: Birds of a Feather, from Statistical Descriptors to Parametric Models".

benedekrozemberczki

A library for program induction and learning representations.

lorepozo

A word2vec port for Windows.

zhangyafeikimi

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

ryanchankh

Proto-RL: Reinforcement Learning with Prototypical Representations

denisyarats

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

emadeldeen24