GitHub topics: information-bottleneck-theory
BaiShuanghao/BC-IB
Rethinking Latent Representations in Behavior Cloning: An Information Bottleneck Approach for Robot Manipulation
Language: Python - Size: 133 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 7 - Forks: 1

ChenLiu-1996/DiffusionSpectralEntropy
[ICMLW 2023, IEEE CISS 2024] Assessing Neural Network Representations During Training Using Noise-Resilient Diffusion Spectral Entropy
Language: Python - Size: 47.9 MB - Last synced at: 6 days ago - Pushed at: 4 months ago - Stars: 10 - Forks: 0

MinghuiChen43/awesome-deep-phenomena
A curated list of papers of interesting empirical study and insight on deep learning. Continually updating...
Size: 16.8 MB - Last synced at: 9 days ago - Pushed at: 15 days ago - Stars: 320 - Forks: 12

liadmagen/DLIT_WC
Deep Learning model training visualized using mutual information between the input and the output
Language: HTML - Size: 38.7 MB - Last synced at: about 1 year ago - Pushed at: about 7 years ago - Stars: 1 - Forks: 0

choasma/HSIC-bottleneck
The HSIC Bottleneck: Deep Learning without Back-Propagation
Language: Python - Size: 12.9 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 74 - Forks: 17

sayakpaul/Barlow-Twins-TF
TensorFlow implementation of Barlow Twins (https://arxiv.org/abs/2103.03230).
Language: Jupyter Notebook - Size: 479 KB - Last synced at: 24 days ago - Pushed at: almost 4 years ago - Stars: 41 - Forks: 6

makezur/information_bottleneck_pytorch
Project for the Large Scale Optimization course at Skoltech
Language: Jupyter Notebook - Size: 139 KB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 20 - Forks: 9

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
Language: Python - Size: 187 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

burklight/nonlinear-IB-PyTorch
Pytorch Implementation of the Nonlinear Information Bottleneck
Language: Python - Size: 13.2 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 30 - Forks: 8

ethanmock/SIGN-pytorch
The L0-SIGN implementation.
Language: Python - Size: 18.5 MB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 2 - Forks: 0
