Popular GitHub Repositories for Information Bottleneck

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

Pytorch implementation of Deep Variational Information Bottleneck

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

This is the official repository for our CVPR 2023 paper 'Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supervised Pathology Whole Slide Image Classification'.

A pytorch implementation of DVIB(Deep Variational Information Bottleneck)

This repository contains opensource codes for sparsity inducing approaches in deep information bottleneck models.