☆157Apr 20, 2020Updated 6 years ago
Alternatives and similar repositories for ibsgd
Users that are interested in ibsgd are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- explore DNNs via Infomration☆267Mar 10, 2020Updated 6 years ago
- ☆10Feb 19, 2019Updated 7 years ago
- demonstration of the information bottleneck theory for deep learning☆69Oct 21, 2017Updated 8 years ago
- Package for estimating the entropy of a mixture distribution☆15Oct 28, 2017Updated 8 years ago
- Information Bottleneck in DNN with PyTorch☆15Jul 6, 2023Updated 3 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Nonlinear Information Bottleneck☆55Jun 21, 2022Updated 4 years ago
- Project for the Large Scale Optimization course at Skoltech☆22Oct 31, 2018Updated 7 years ago
- Python implementation of the infomration bottleneck method (tishby et al, 1999)☆36Jun 19, 2017Updated 9 years ago
- Estimators for Information Theoretic Functionals using Influence Functions☆11Apr 17, 2016Updated 10 years ago
- ☆96Jan 25, 2022Updated 4 years ago
- Resources and Implementations (PyTorch) for Information Theoretical concepts in Deep Learning☆45Jan 6, 2019Updated 7 years ago
- a python implementation of various versions of the information bottleneck, including automated parameter searching☆132Jul 2, 2020Updated 6 years ago
- Compressing Neural Networks using the Variational Information Bottleneck☆66Aug 3, 2022Updated 4 years ago
- Pytorch implementation of Deep Variational Information Bottleneck☆213Mar 22, 2018Updated 8 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Pytorch Implementation of the Nonlinear Information Bottleneck☆42Jul 25, 2024Updated 2 years ago
- Implementation of MLP (python) and CNN (PyTorch) with Information Plane visualization.☆15Nov 7, 2017Updated 8 years ago
- Implementation of Information Dropout☆40Jul 12, 2017Updated 9 years ago
- EDGE: Scalable and optimum mutual information estimator for high-dimensional applications including deep learning☆39May 27, 2022Updated 4 years ago
- Minimum viable code for the Decodable Information Bottleneck paper. Pytorch Implementation.☆12Oct 20, 2020Updated 5 years ago
- Mutual Information Neural Estimation in Pytorch☆361Sep 28, 2024Updated last year
- ☆34Jan 8, 2021Updated 5 years ago
- MINE: Mutual Information Neural Estimation in pytorch (unofficial)☆207Sep 1, 2018Updated 7 years ago
- A pytorch implementation of MINE(Mutual Information Neural Estimation)☆349Mar 13, 2019Updated 7 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Non-parametric Entropy Estimation Toolbox☆434Oct 5, 2022Updated 3 years ago
- Official repo for PAC-Bayes Information Bottleneck. ICLR 2022.☆49May 11, 2022Updated 4 years ago
- [ICLR 2022] "Sparsity Winning Twice: Better Robust Generalization from More Efficient Training" by Tianlong Chen*, Zhenyu Zhang*, Pengjun…☆40Mar 20, 2022Updated 4 years ago
- Difference-of-Entropies (DoE) Estimator☆26Apr 13, 2022Updated 4 years ago
- Variational Information Bottleneck☆16Nov 26, 2018Updated 7 years ago
- Implementation of Multi-View Information Bottleneck☆140May 27, 2020Updated 6 years ago
- Variational Dropout Sparsifies Deep Neural Networks (Molchanov et al. 2017) by Chainer☆18Jun 22, 2017Updated 9 years ago
- Implementation for Variational Information Bottleneck for Effective Low-resource Fine-tuning, ICLR 2021☆44May 10, 2021Updated 5 years ago
- Repo to accompany paper "Implicit Self-Regularization in Deep Neural Networks..."☆49Jan 25, 2019Updated 7 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- INT-Q Extension of the CMSIS-NN library for ARM Cortex-M target☆18Jan 10, 2020Updated 6 years ago
- Code for AAAI 2018 accepted paper: "Improving the Adversarial Robustness and Interpretability of Deep Neural Networks by Regularizing the…☆54Dec 4, 2022Updated 3 years ago
- Explaining a black-box using Deep Variational Information Bottleneck Approach☆47Oct 29, 2022Updated 3 years ago
- This repository contain the code we used to divide NinaPro database 5 into train set and test set☆10Mar 14, 2019Updated 7 years ago
- ☆10Mar 13, 2023Updated 3 years ago
- Implementation of Contrastive Learning with Adversarial Examples☆29Jan 11, 2021Updated 5 years ago
- Code for the paper Adaptive Auxiliary Task Weighting for Reinforcement Learning☆26Jun 29, 2020Updated 6 years ago