Implementation of MLP (python) and CNN (PyTorch) with Information Plane visualization.
☆15Nov 7, 2017Updated 8 years ago
Alternatives and similar repositories for Information-Bottleneck-for-Deep-Learning
Users that are interested in Information-Bottleneck-for-Deep-Learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Information Bottleneck in DNN with PyTorch☆15Jul 6, 2023Updated 3 years ago
- Training Quantized Neural Networks with a Full-precision Auxiliary Module☆13Jun 19, 2020Updated 6 years ago
- ☆11Nov 13, 2024Updated last year
- a python implementation of various versions of the information bottleneck, including automated parameter searching☆132Jul 2, 2020Updated 6 years ago
- Vehicle Trajectory Prediction Library☆16Feb 5, 2024Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Reproducing experiment result of 'A Baseline for Detecting Misclassified and Out-of-Distribution Examples in Neural Networks', by Hendryc…☆14Sep 17, 2018Updated 7 years ago
- This was a university group project supported by the HSBC Artificial Intelligence team. It involved applying machine learning algorithms …☆15Nov 13, 2023Updated 2 years ago
- ☆13Mar 31, 2019Updated 7 years ago
- ☆19Nov 10, 2023Updated 2 years ago
- Implementation of the models and datasets used in "An Information-theoretic Approach to Distribution Shifts"☆25Nov 2, 2021Updated 4 years ago
- Meta-SGD Algorithms Implementation☆22Jul 18, 2024Updated 2 years ago
- PyTorch World Model implementation with PPO.☆13Jan 6, 2020Updated 6 years ago
- [ICLR 2025] Code&Data for the paper "Super(ficial)-alignment: Strong Models May Deceive Weak Models in Weak-to-Strong Generalization"☆15Jun 21, 2024Updated 2 years ago
- This python package contains scripts needed to train IRL Driver models on HighD datasets. This code is accompanying the paper "Validating…☆22Mar 21, 2022Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- demonstration of the information bottleneck theory for deep learning☆69Oct 21, 2017Updated 8 years ago
- Code for paper 'Are We Falling in a Middle-Intelligence Trap? An Analysis and Mitigation of the Reversal Curse'☆14Aug 2, 2024Updated 2 years ago
- Self-Distribution BNN☆10Mar 8, 2022Updated 4 years ago
- Tools for examining the causal structure of artificial neural networks with information theory☆24Oct 28, 2020Updated 5 years ago
- Binary classification algorithm under fairness considerations.☆10Jan 12, 2023Updated 3 years ago
- Experiments in Recurrent Highway Networks with Grouped Auxiliary Memory paper☆21Dec 15, 2019Updated 6 years ago
- PyTorch implementation of linear and convolutional layers with fixed, random feedback weights.☆15Mar 14, 2021Updated 5 years ago
- ECCV 2022, MonoPLFlowNet☆10Jun 14, 2024Updated 2 years ago
- [WACV 2025] Uniform Attention Maps: Enhancing Image Fidelity in Reconstruction and Editing☆17Mar 16, 2025Updated last year
- 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.
- Deepest Season 6 Meta-Learning study papers plus alpha☆25Mar 4, 2020Updated 6 years ago
- 深度学习可解释性论文汇总☆15Mar 3, 2021Updated 5 years ago
- explore DNNs via Infomration☆267Mar 10, 2020Updated 6 years ago
- Code base for the EMNLP 2021 paper, "Multi-granularity Textual Adversarial Attack with Behavior Cloning".☆13Apr 18, 2022Updated 4 years ago
- Co-Training for Image Classification☆11Jan 28, 2019Updated 7 years ago
- Improving generalization by controlling label-noise information in neural network weights.☆39Nov 20, 2020Updated 5 years ago
- TACO: TFBS-Aware Cis-Regulatory Element Optimization☆23Aug 1, 2025Updated last year
- Official Implementation of "Synthesizing Long-Term Human Motions with Diffusion Models via Coherent Sampling"☆14Nov 20, 2023Updated 2 years ago
- 斯坦福大学CS231n课程作业项目:深度学习、卷积神经网络等☆11Mar 2, 2018Updated 8 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆32Feb 5, 2024Updated 2 years ago
- 图像检索一些好的开源代码☆14Sep 3, 2020Updated 6 years ago
- Adaptive Risk Tendency Implicit Quantile Network for Drone Navigation under Partial Observability.☆38Mar 29, 2022Updated 4 years ago
- HRHD-HK: A Benchmark Dataset of High-Rise and High-Density Urban Scenes for 3D Semantic Segmentation of Photogrammetric Point Clouds☆10Dec 11, 2023Updated 2 years ago
- ☆10Feb 28, 2018Updated 8 years ago
- Official implementation of "Regularizing neural networks for future trajectory prediction via IRL framework" published in IET CV☆37Jul 20, 2022Updated 4 years ago
- A Python-based agent framework for large language models.☆15Mar 20, 2024Updated 2 years ago