information-bottleneck topic

Official PyTorch implementation of Fully Attentional Networks

NVlabs

Pytorch implementation of Deep Variational Information Bottleneck

1Konny

This is a curated list for Information Bottleneck Principle, in memory of Professor Naftali Tishby.

ZIYU-DEEP

Graph Information Bottleneck (GIB) for learning minimal sufficient structural and feature information using GNNs

snap-stanford

Official repo for PAC-Bayes Information Bottleneck. ICLR 2022.

RyanWangZf

Pytorch Implementation of the Nonlinear Information Bottleneck

burklight

Code for "Attentive Variational Information Bottleneck for TCR-peptide Interaction Prediction", Grazioli et al., Bioinformatics 2022

nec-research

Microbiome-based disease prediction with multimodal variational information bottlenecks, Grazioli et al., PLOS Computational Biology 2022

nec-research

Project for the Large Scale Optimization course at Skoltech

makezur

Implementation of Information Bottleneck with Mutual Information Neural Estimation (MINE)

mohith-sakthivel