information-bottleneck-theory

There are 0 repository under information-bottleneck-theory topic.

MinghuiChen43 / awesome-deep-phenomena
A curated list of papers of interesting empirical study and insight on deep learning. Continually updating...
empirical-research awesome-list deep-learning-theory double-descent information-bottleneck-theory lottery-ticket-hypothesis neural-collapse neural-tangent-kernel neuroscience-inspired-ai non-convex-optimization emergence grokking phase-transitions
362
choasma / HSIC-bottleneck
The HSIC Bottleneck: Deep Learning without Back-Propagation
deep-learning hsic information-bottleneck-theory information-theory pytorch
Language:Python 88
sayakpaul / Barlow-Twins-TF
TensorFlow implementation of Barlow Twins (https://arxiv.org/abs/2103.03230).
computer-vision self-supervised-learning information-bottleneck-theory representation-learning tensorflow2
Language:Jupyter Notebook 41
burklight / nonlinear-IB-PyTorch
Pytorch Implementation of the Nonlinear Information Bottleneck
information-bottleneck information-bottleneck-theory deep-learning representation-learning pytorch compression-algorithm
Language:Python 39
BaiShuanghao / BC-IB
[ICML 2025] Rethinking Latent Redundancy in Behavior Cloning: An Information Bottleneck Approach for Robot Manipulation
information-bottleneck-theory robot-manipulation
Language:Python 34
ruizhang-ai / SIGN-Detecting-Beneficial-Feature-Interactions-for-Recommender-Systems
Detecting Beneficial Feature Interactions for Recommender Systems, AAAI 2021
aaai2021 feature-interactions graph-neural-networks information-bottleneck-theory l0-regularization recommender-systems
Language:Python 33
makezur / information_bottleneck_pytorch
Project for the Large Scale Optimization course at Skoltech
information-bottleneck information-bottleneck-theory mutual-information neural-networks pytorch
Language:Jupyter Notebook 22
ChenLiu-1996 / DiffusionSpectralEntropy
[ICMLW 2023, IEEE CISS 2024] Assessing Neural Network Representations During Training Using Noise-Resilient Diffusion Spectral Entropy
entropy entropy-estimation manifold-learning mutual-information mutual-information-neural-estimator neural-manifold neural-network neural-representation deep-learning information-bottleneck-theory diffusion icml-2023 information-bottleneck
Language:Python 13
confiwent / merina-plus
Implementation of the paper "MERINA+: Improving Generalization for Neural Video Adaptation via Information-Theoretic Meta-Reinforcement Learning" - N. Kan, et. al., 2023
abr deep-reinforcement-learning information-bottleneck-theory meta-reinforcement-learning video-streaming
Language:Python 4
ethanmock / SIGN-pytorch
The L0-SIGN implementation.
recommender-systems attribute-interactions information-bottleneck-theory l0-regularization aaai2021 graph-neural-networks
Language:Python 3
liadmagen / DLIT_WC
Deep Learning model training visualized using mutual information between the input and the output
deep-learning variance information-bottleneck-theory bias polymer-application
Language:HTML 1