Topic: information-bottleneck Goto Github
Some thing interesting about information-bottleneck
Some thing interesting about information-bottleneck
information-bottleneck,Pytorch implementation of Deep Variational Information Bottleneck
User: 1konny
information-bottleneck,A Python library for calculating and visualizing mutual information in neural networks. This repository includes methods to calculate mutual information using various techniques (binning, KDE, Kraskov) and tools to train neural networks and plot information plane dynamics.
User: aidinattar
information-bottleneck,This repository contains opensource codes for sparsity inducing approaches in deep information bottleneck models.
User: anirbansamaddar
information-bottleneck,Information Bottleneck as Optimisation Method for SSVEP-Based BCI
User: antiingel
information-bottleneck,Bottlenecks CLUB: Unifying Information-Theoretic Trade-offs among Complexity, Leakage, and Utility
User: behroozrazeghi
information-bottleneck,Modeled discriminative prior problem learning privacy-utility trade-off Private Information Bottleneck un-supervised
User: behroozrazeghi
information-bottleneck,Pytorch Implementation of the Nonlinear Information Bottleneck
User: burklight
information-bottleneck,[IEEE CISS 2024, ICMLW 2023] Assessing Neural Network Representations During Training Using Noise-Resilient Diffusion Spectral Entropy
User: chenliu-1996
Home Page: https://arxiv.org/abs/2312.04823
information-bottleneck,About Codes for ACL 2023 paper: Exploiting! Multimodal Relation Extraction with Feature Denoising and Multimodal Topic Modeling.
User: chocowu
Home Page: https://chocowu.github.io/mmre-page/
information-bottleneck,[ICDE 2022]Cross-Domain Recommendation to Cold-Start Users via Variational Information Bottleneck
User: cjx96
Home Page: https://arxiv.org/abs/2203.16863
information-bottleneck,Information bottleneck's (IB) principle applied to categorical data clustering.
User: cnelias
information-bottleneck,A Python implementation of the Information Bottleneck analysis framework (Tishby, Pereira, Bialek 2000), especially geared towards the analysis of concrete, finite-size data sets. **GitHub mirror**: development happens at https://gitlab.com/epiasini/embo
User: epiasini
information-bottleneck,DVIB is an information bottleneck method that tries to disentangle multiview data into shared and private representations.
User: feng-bao-ucsf
information-bottleneck,[NeurIPS] Temporal Conditioning Spiking Latent Variable Models of the Neural Response to Natural Visual Scenes
User: genema
Home Page: https://openreview.net/forum?id=V4YeOvsQfu
information-bottleneck,[IJCNN 2021] Structure-Aware Hierarchical Graph Pooling using Information Bottleneck
User: kkroy2
Home Page: https://ieeexplore.ieee.org/document/9533778
information-bottleneck,Project for the Large Scale Optimization course at Skoltech
User: makezur
information-bottleneck,Implementation of Information Bottleneck with Mutual Information Neural Estimation (MINE)
User: mohith-sakthivel
information-bottleneck,Microbiome-based disease prediction with multimodal variational information bottlenecks, Grazioli et al., PLOS Computational Biology 2022
Organization: nec-research
Home Page: https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1010050
information-bottleneck,Code for "Attentive Variational Information Bottleneck for TCR-peptide Interaction Prediction", Grazioli et al., Bioinformatics 2022
Organization: nec-research
Home Page: https://doi.org/10.1093/bioinformatics/btac820
information-bottleneck,Official PyTorch implementation of Fully Attentional Networks
Organization: nvlabs
Home Page: https://arxiv.org/abs/2204.12451
information-bottleneck,PyTorch & OpenMM implementations of deep-learning based approaches for learning and biasing reaction coordinates in molecular simulations.
Organization: pyib
information-bottleneck,Official repo for PAC-Bayes Information Bottleneck. ICLR 2022.
User: ryanwangzf
information-bottleneck,Graph Information Bottleneck (GIB) for learning minimal sufficient structural and feature information using GNNs
Organization: snap-stanford
information-bottleneck,A pytorch implementation of DVIB(Deep Variational Information Bottleneck)
User: sungyubkim
information-bottleneck,Package for information-theoretic data analysis
User: vanessb
information-bottleneck,
User: vladbataev
information-bottleneck,The official repository for AAAI 2024 Oral paper "Structured Probabilistic Coding"
User: zerohd4869
information-bottleneck,[ICML'24] Official PyTorch Implementation of TimeX++
User: zichuan-liu
Home Page: https://arxiv.org/pdf/2405.09308
information-bottleneck,This is a curated list for Information Bottleneck Principle, in memory of Professor Naftali Tishby.
User: ziyu-deep
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