Official repo for PAC-Bayes Information Bottleneck. ICLR 2022.
☆49May 11, 2022Updated 4 years ago
Alternatives and similar repositories for PAC-Bayes-IB
Users that are interested in PAC-Bayes-IB are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Python implementation of the Blahut-Arimoto algorithm to compute the Rate-Distortion of an i.i.d distribution☆15Mar 16, 2016Updated 10 years ago
- Information Bottleneck Approach to Spatial Attention Learning, IJCAI2021☆15Jun 1, 2021Updated 5 years ago
- Locally Valid and Discriminative Prediction Intervals for Deep Learning Models☆13May 22, 2023Updated 3 years ago
- (TCSVT 2022) Context-Aware Mixup for Domain Adaptive Semantic Segmentation☆17Jan 20, 2023Updated 3 years ago
- Code accompanying the paper on "An Empirical Investigation of Domain Generalization with Empirical Risk Minimizers" published at NeurIPS,…☆17Jan 13, 2022Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆12Jun 28, 2021Updated 5 years ago
- SW components and demos for visual kinship recognition. An emphasis is put on the FIW dataset-- data loaders, benchmarks, results in summ…☆17Mar 13, 2023Updated 3 years ago
- Official code of "NAS acceleration via proxy data", IJCAI21☆10May 29, 2022Updated 4 years ago
- Learning Representations that Support Robust Transfer of Predictors☆20Nov 7, 2021Updated 4 years ago
- TF-FD☆21Nov 19, 2022Updated 3 years ago
- This is the official implementation of the Concept Discovery Models paper.☆15Aug 27, 2023Updated 3 years ago
- Information Bottleneck in DNN with PyTorch☆15Jul 6, 2023Updated 3 years ago
- Running massive simulations using RNNs on CPUs for building bots and all kinds of things.☆12Jun 13, 2021Updated 5 years ago
- EnD: Entangling and Disentangling deep representations for bias correction | CVPR21 https://doi.org/10.1109/CVPR46437.2021.01330☆15Sep 1, 2021Updated 5 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.
- NAS Benchmark in "Prioritized Architecture Sampling with Monto-Carlo Tree Search", CVPR2021☆38Aug 24, 2021Updated 5 years ago
- LCA-on-the-line (ICML 2024 Oral)☆14Feb 13, 2025Updated last year
- Efficient, Simple, and Automated Negative Sampling for Knowledge Graph Embedding. VLDBJ 2020.☆12Nov 9, 2020Updated 5 years ago
- SGD with large step sizes learns sparse features [ICML 2023]☆35Apr 24, 2023Updated 3 years ago
- https://hyperbox-doc.readthedocs.io/en/latest/☆27Oct 8, 2023Updated 3 years ago
- ☆16Mar 9, 2021Updated 5 years ago
- Psych-GA.2207 Categories and Concepts☆17Nov 6, 2023Updated 2 years ago
- Data-free knowledge distillation using Gaussian noise (NeurIPS paper)☆15Mar 24, 2023Updated 3 years ago
- Implementation for Variational Information Bottleneck for Effective Low-resource Fine-tuning, ICLR 2021☆44May 10, 2021Updated 5 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.
- ☆13Mar 22, 2023Updated 3 years ago
- Pi-NAS: Improving Neural Architecture Search by Reducing Supernet Training Consistency Shift (ICCV 2021)☆20Nov 28, 2021Updated 4 years ago
- Download, parse, and filter data from Phil Papers. Data-ready for The-Pile.☆20Aug 28, 2023Updated 3 years ago
- [ICML2023] InfoOT: Information Maximizing Optimal Transport☆41Apr 27, 2023Updated 3 years ago
- Format your bibtex (.bib) file to help standardize citations for conference and journal submissions☆14Nov 23, 2025Updated 10 months ago
- HKBU PhD/MPhil thesis template as well as key steps for submission☆38Sep 27, 2022Updated 4 years ago
- Few-shot Object Detection Recent Work☆18May 18, 2022Updated 4 years ago
- [NeurIPS 2021] Self-Supervised GANs with Label Augmentation☆22Apr 27, 2023Updated 3 years ago
- ☆157Apr 20, 2020Updated 6 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.
- Pytorch implementation of Deep Variational Information Bottleneck☆213Mar 22, 2018Updated 8 years ago
- ☆14Oct 15, 2022Updated 3 years ago
- Multi Stopwatch for Python☆12Sep 28, 2019Updated 7 years ago
- Mutual Information Neural Estimation in Pytorch☆362Sep 28, 2024Updated 2 years ago
- Code for the paper "Learning Variational Word Masks to Improve the Interpretability of Neural Text Classifiers"☆18Dec 15, 2020Updated 5 years ago
- ☆24Jun 8, 2022Updated 4 years ago
- ☆22Feb 27, 2020Updated 6 years ago