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7 search results found

Interviews.ai ⭐ 3,146

It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced researchers will find it fascinating as well.

Hsic Bottleneck ⭐ 56

The HSIC Bottleneck: Deep Learning without Back-Propagation

Unsupervisedattentionmechanism ⭐ 19

Code for our paper: "Regularity Normalization: Neuroscience-Inspired Unsupervised Attention across Neural Network Layers".

Information Theory Deep Learning ⭐ 15

Resources and Implementations (PyTorch) for Information Theoretical concepts in Deep Learning

Honest But Curious Nets ⭐ 14

Honest-but-Curious Nets: Sensitive Attributes of Private Inputs Can Be Secretly Coded into the Classifiers' Outputs (ACM CCS'21)

Neural Distributed Image Compression using Common Information (NDIC)

Implementation of the models and datasets used in "An Information-theoretic Approach to Distribution Shifts"

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