Resources and Implementations (PyTorch) for Information Theoretical concepts in Deep Learning
☆45Jan 6, 2019Updated 7 years ago
Alternatives and similar repositories for information-theory-deep-learning
Users that are interested in information-theory-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:
- Deep Neural Networks Entropy from Replicas☆34Nov 2, 2019Updated 6 years ago
- ☆156Apr 20, 2020Updated 6 years ago
- Algorithms described in the paper Hindsight Credit Assignment (NeurIPS 2019).☆11Oct 27, 2019Updated 6 years ago
- Implementation for Poison Attacks against Text Datasets with Conditional Adversarially Regularized Autoencoder (EMNLP-Findings 2020)☆15Oct 8, 2020Updated 5 years ago
- Codes for Evolving Plastic ANNs☆14Dec 18, 2022Updated 3 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.
- ☆14Mar 19, 2020Updated 6 years ago
- demonstration of the information bottleneck theory for deep learning☆69Oct 21, 2017Updated 8 years ago
- Zero-setup YouTube transcript extraction for Claude. Works on mobile, desktop, and web - no local installation required.☆19Jun 8, 2025Updated 11 months ago
- On the Loss Landscape of Adversarial Training: Identifying Challenges and How to Overcome Them [NeurIPS 2020]☆35Jul 3, 2021Updated 4 years ago
- Implementation of the models and datasets used in "An Information-theoretic Approach to Distribution Shifts"☆25Nov 2, 2021Updated 4 years ago
- [ICLR'21] Dataset Inference for Ownership Resolution in Machine Learning☆31Oct 10, 2022Updated 3 years ago
- Tensorflow Implementation for "Pre-trained Deep Convolution Neural Network Model With Attention for Speech Emotion Recognition"☆10Dec 19, 2021Updated 4 years ago
- A Python library for the design and control of artificial swarms.☆13Sep 10, 2017Updated 8 years ago
- [RAL 2025] Official implementation of the paper "Following Is All You Need: Robot Crowd Navigation Using People As Planners"☆20Sep 12, 2025Updated 7 months 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.
- ☆15May 11, 2019Updated 6 years ago
- Awesome-open-world-learning☆26Oct 19, 2021Updated 4 years ago
- Efficient Neural Network Loss Landscape Generation☆10Apr 26, 2019Updated 7 years ago
- Additional resources for an overview on autoencoders☆18Jan 26, 2018Updated 8 years ago
- A PyTorch + Python 3.x implementation of the Echo protocol☆10Mar 12, 2026Updated last month
- Multilayer modelling of the human transcriptome and biological mechanisms of complex diseases and traits☆11Jun 2, 2021Updated 4 years ago
- This is the code of our work CISS Certified Robustness Against Natural Language Attacks by Causal Intervention published on ICML 2022☆11Dec 6, 2022Updated 3 years ago
- ☆10Jan 25, 2016Updated 10 years ago
- WSDM 2021 Tutorial on Advances in Bias-aware Recommendation on the Web☆11Mar 8, 2021Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆10Dec 8, 2019Updated 6 years ago
- Implementation of Information Dropout☆39Jul 12, 2017Updated 8 years ago
- Code for my publication: Deep Learning Predictive Band Switching in Wireless Networks. Paper accepted for publication to IEEE Transaction…☆17Jul 2, 2020Updated 5 years ago
- [IJCAI' 22] Uncertainty-Guided Pixel Contrastive Learning for Semi-Supervised Medical Image Segmentation.☆26Aug 4, 2022Updated 3 years ago
- Implementations of knowledge distillation and knowledge transfer models in neural networks.☆23May 12, 2019Updated 6 years ago
- ☆12Nov 18, 2021Updated 4 years ago
- Q. Yao, H. Yang, B. Han, G. Niu, J. Kwok. Searching to Exploit Memorization Effect in Learning from Noisy Labels. ICML 2020☆23Aug 23, 2020Updated 5 years ago
- a TensorFlow implementation of the paper "Feature Super-Resolution Based Facial Expression Recognition for Multi-scale Low-Resolution Ima…☆13Nov 30, 2021Updated 4 years ago
- Computer and Humans Learn Mutually (Fast way to label text)☆11Jun 5, 2018Updated 7 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.
- Data and code for the paper "Deep, complex, invertible networks for inversion of transmission effects in multimode optical fibres" publis…☆19Dec 4, 2018Updated 7 years ago
- Research simulation toolkit for federated learning☆13Nov 7, 2020Updated 5 years ago
- ☆14Sep 30, 2019Updated 6 years ago
- SPATE-GAN: Improved Generative Modeling of Dynamic Spatio-Temporal Patterns with an Autoregressive Embedding Loss☆27Aug 8, 2022Updated 3 years ago
- IEEE-TMI 2021: code for 'Graph-based Region and Boundary Aggregation for Biomedical Image Segmentation'☆33Sep 1, 2022Updated 3 years ago
- Anomaly detection in time series of graph data☆10Dec 3, 2013Updated 12 years ago
- Code for our ICLR'2021 paper "DrNAS: Dirichlet Neural Architecture Search"☆43Apr 12, 2021Updated 5 years ago