Here are
33 public repositories
matching this topic...
Official PyTorch implementation of Fully Attentional Networks
Updated
Mar 31, 2023
Python
This is a curated list for Information Bottleneck Principle, in memory of Professor Naftali Tishby.
Pytorch implementation of Deep Variational Information Bottleneck
Updated
Mar 22, 2018
Python
Graph Information Bottleneck (GIB) for learning minimal sufficient structural and feature information using GNNs
Updated
Nov 29, 2022
Jupyter Notebook
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'.
Updated
Apr 16, 2024
Python
Official repo for PAC-Bayes Information Bottleneck. ICLR 2022.
Updated
May 11, 2022
Jupyter Notebook
Pytorch Implementation of the Nonlinear Information Bottleneck
Updated
Jul 25, 2024
Python
[ICDE 2022]Cross-Domain Recommendation to Cold-Start Users via Variational Information Bottleneck
Updated
Dec 7, 2022
Python
[ICML'24] Official PyTorch Implementation of TimeX++
Updated
Nov 6, 2024
Python
Microbiome-based disease prediction with multimodal variational information bottlenecks, Grazioli et al., PLOS Computational Biology 2022
Updated
Apr 12, 2022
Python
Code for "Attentive Variational Information Bottleneck for TCR-peptide Interaction Prediction", Grazioli et al., Bioinformatics 2022
Updated
Jan 10, 2023
Jupyter Notebook
Project for the Large Scale Optimization course at Skoltech
Updated
Oct 31, 2018
Jupyter Notebook
Implementation of Information Bottleneck with Mutual Information Neural Estimation (MINE)
Updated
Jun 18, 2021
Python
About Codes for ACL 2023 paper: Exploiting! Multimodal Relation Extraction with Feature Denoising and Multimodal Topic Modeling.
Updated
Jun 25, 2024
Python
[ICMLW 2023, IEEE CISS 2024] Assessing Neural Network Representations During Training Using Noise-Resilient Diffusion Spectral Entropy
Updated
Jan 7, 2025
Python
The official repository for AAAI 2024 Oral paper "Structured Probabilistic Coding".
Updated
Sep 7, 2024
Python
DVIB is an information bottleneck method that tries to disentangle multiview data into shared and private representations.
Updated
Sep 28, 2022
Python
A pytorch implementation of DVIB(Deep Variational Information Bottleneck)
Updated
Dec 15, 2018
Jupyter Notebook
[IJCNN 2021] Structure-Aware Hierarchical Graph Pooling using Information Bottleneck
Updated
Mar 16, 2025
Jupyter Notebook
Package for information-theoretic data analysis
Updated
Sep 29, 2023
Jupyter Notebook
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