disentanglement topic

Official pytorch implementation of "An Image is Worth More Than a Thousand Words: Towards Disentanglement in the Wild", NeurIPS 2021.

avivga

Library implementing state-of-the-art Concept-based and Disentanglement Learning methods for Explainable AI

dmitrykazhdan

Code from the article: "The Role of Disentanglement in Generalisation" (ICLR, 2021).

mmrl

Official implementation for KDD'22 paper "Learning Fair Representation via Distributional Contrastive Disentanglement"

changdaeoh

A curated list of papers on disentangled representation learning inspired by https://github.com/sootlasten/disentangled-representation-papers and https://github.com/matthewvowels1/Awesome-VAEs.

koukyo1994

[TPAMI 2023] Code for inference of our TPAMI and ECCV papers on model-guided disentanglement for GANs.

astra-vision

Official pytorch implementation of "Scaling-up Disentanglement for Image Translation", ICCV 2021.

avivga

Official implementation of the paper *PDE-Driven Spatiotemporal Disentanglement*

JeremDona

Official code of "Discover the Unknown Biased Attribute of an Image Classifier" (ICCV 2021)

zhihengli-UR

Codebase for the paper: Not All Neuro-Symbolic Concepts Are Created Equal: Analysis and Mitigation of Reasoning Shortcuts

ema-marconato