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☆35Nov 2, 2019Updated 6 years ago
- ☆157Apr 20, 2020Updated 6 years ago
- Implementation for Poison Attacks against Text Datasets with Conditional Adversarially Regularized Autoencoder (EMNLP-Findings 2020)☆15Oct 8, 2020Updated 5 years ago
- implementation of Wasserstein Natural Policy Gradients and Wasserstein Natural Evolution Strategies☆13Mar 9, 2021Updated 5 years ago
- The implementation of the paper "Retrieval-Free Knowledge-Grounded Dialogue Response Generation with Adapters".☆17May 24, 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.
- ConvWave Searching for Gravitational Waves with Fully Convolutional Neural Nets☆14May 22, 2019Updated 7 years ago
- Code for paper "Poisoned classifiers are not only backdoored, they are fundamentally broken"☆26Jan 7, 2022Updated 4 years ago
- Implementation of MLP (python) and CNN (PyTorch) with Information Plane visualization.☆15Nov 7, 2017Updated 8 years ago
- demonstration of the information bottleneck theory for deep learning☆69Oct 21, 2017Updated 8 years ago
- Official reposity for paper "High-Dimension Human Value Representation in Large Language Models" (NAACL'25 Main)☆23Jul 9, 2024Updated last year
- Implementation of GQN in PyTorch☆64Apr 8, 2019Updated 7 years ago
- Image Segmentation using Fully Convolutional Networks in PyTorch☆11May 16, 2019Updated 7 years ago
- A PyTorch implementation of InfoVAE: Balancing Learning and Inference in Variational Autoencoders by Zhao et al.☆10Aug 13, 2019Updated 6 years ago
- ☆18Oct 15, 2021Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- We define and estimate smooth unique information of samples with respect to classifier weights and predictions. We compute these quantiti…☆11Mar 9, 2021Updated 5 years ago
- On the Loss Landscape of Adversarial Training: Identifying Challenges and How to Overcome Them [NeurIPS 2020]☆35Jul 3, 2021Updated 4 years ago
- NusaWrites is an in-depth analysis of corpora collection strategy and a comprehensive language modeling benchmark for underrepresented an…☆28Sep 27, 2024Updated last year
- Common Sense or World Knowledge? Investigating Adapter-Based Knowledge Injection into Pretrained Transformers☆20Feb 22, 2021Updated 5 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
- Domain-specific preference (DSP) data and customized RM fine-tuning.☆25Mar 7, 2024Updated 2 years ago
- A Python library for the design and control of artificial swarms.☆13Sep 10, 2017Updated 8 years ago
- Hierarchical Models for Learning Features from Images and Videos☆12Feb 7, 2023Updated 3 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Implementation of the paper "Speech emotion recognition with deep convolutional neural networks" by Dias Issa Et al.☆13Dec 18, 2021Updated 4 years ago
- PU-Flow: a Point Cloud Upsampling Network with Normalizing Flows (TVCG 2022)☆10Aug 11, 2022Updated 3 years ago
- EDGE: Scalable and optimum mutual information estimator for high-dimensional applications including deep learning☆39May 27, 2022Updated 4 years ago
- Source code for "Learning Adaptive Sampling and Reconstruction for Volume Visualization"☆18Nov 22, 2022Updated 3 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 2 months ago
- ☆20Feb 12, 2025Updated last year
- Multilayer modelling of the human transcriptome and biological mechanisms of complex diseases and traits☆11Jun 2, 2021Updated 4 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- An updated version of eICU Benchmark with an updated problem definition on LoS and Decompensation tasks☆12Aug 12, 2021Updated 4 years ago
- A Tensorflow implementation of VGG-16 trained on CIFAR-100☆11May 25, 2018Updated 8 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
- Pytorch implementation of "Striving for Simplicity: The All Convolutional Net" (https://arxiv.org/abs/1412.6806)☆16Jul 4, 2018Updated 7 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