Official repo for PAC-Bayes Information Bottleneck. ICLR 2022.
☆49May 11, 2022Updated 3 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:
- ☆20Mar 9, 2023Updated 3 years ago
- Information Bottleneck Approach to Spatial Attention Learning, IJCAI2021☆15Jun 1, 2021Updated 4 years ago
- Pytorch Implementation of the Nonlinear Information Bottleneck☆41Jul 25, 2024Updated last year
- Locally Valid and Discriminative Prediction Intervals for Deep Learning Models☆13May 22, 2023Updated 2 years ago
- Information Bottleneck in DNN with PyTorch☆15Jul 6, 2023Updated 2 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- (TCSVT 2022) Context-Aware Mixup for Domain Adaptive Semantic Segmentation☆17Jan 20, 2023Updated 3 years ago
- Learning Representations that Support Robust Transfer of Predictors☆20Nov 7, 2021Updated 4 years ago
- Deep Learning & Information Bottleneck☆64Jun 30, 2023Updated 2 years ago
- Code accompanying the paper on "An Empirical Investigation of Domain Generalization with Empirical Risk Minimizers" published at NeurIPS,…☆18Jan 13, 2022Updated 4 years ago
- ☆13Jun 28, 2021Updated 4 years ago
- LCA-on-the-line (ICML 2024 Oral)☆14Feb 13, 2025Updated last year
- Codes for 'Deep Deterministic Information Bottleneck with Matrix-based entropy functional' in ICASSP 2021☆14Jul 27, 2022Updated 3 years ago
- ☆23Nov 1, 2022Updated 3 years ago
- This is the official implementation of the Concept Discovery Models paper.☆15Aug 27, 2023Updated 2 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.
- Running massive simulations using RNNs on CPUs for building bots and all kinds of things.☆13Jun 13, 2021Updated 4 years ago
- Download, parse, and filter data from Phil Papers. Data-ready for The-Pile.☆19Aug 28, 2023Updated 2 years ago
- Efficient, Simple, and Automated Negative Sampling for Knowledge Graph Embedding. VLDBJ 2020.☆12Nov 9, 2020Updated 5 years ago
- A library for research in unnatural language semantics☆14Mar 5, 2026Updated last month
- SGD with large step sizes learns sparse features [ICML 2023]☆33Apr 24, 2023Updated 2 years ago
- ☆15Apr 6, 2023Updated 3 years ago
- Official code of "NAS acceleration via proxy data", IJCAI21☆10May 29, 2022Updated 3 years ago
- Graph Information Bottleneck (GIB) for learning minimal sufficient structural and feature information using GNNs☆138Nov 29, 2022Updated 3 years ago
- MAP: Low-compute Model Merging with Amortized Pareto Fronts via Quadratic Approximation☆16Sep 2, 2024Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- [ICLR 2025 Spotlight] Code release for "Sharpness-Aware Minimization Efficiently Selects Flatter Minima Late In Training"☆18Feb 20, 2025Updated last year
- Explaining a black-box using Deep Variational Information Bottleneck Approach☆46Oct 29, 2022Updated 3 years ago
- Official code of "Discover the Unknown Biased Attribute of an Image Classifier" (ICCV 2021)☆21Oct 11, 2021Updated 4 years ago
- Data-free knowledge distillation using Gaussian noise (NeurIPS paper)☆15Mar 24, 2023Updated 3 years ago
- [ICML2023] InfoOT: Information Maximizing Optimal Transport☆41Apr 27, 2023Updated 2 years ago
- ☆13Mar 22, 2023Updated 3 years ago
- A python library for the Semantic Scholar (S2) API with typed pydantic objects and various nifty functionalities.☆22Apr 7, 2021Updated 5 years ago
- Source code for SIGIR 2022 paper.☆16Apr 25, 2022Updated 3 years ago
- ☆47Feb 18, 2026Updated last month
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Few-shot Object Detection Recent Work☆18May 18, 2022Updated 3 years ago
- Pytorch implementation of Deep Variational Information Bottleneck☆213Mar 22, 2018Updated 8 years ago
- ☆13Oct 15, 2022Updated 3 years ago
- The code of "Deep Regression Representation Learning with Topology" in ICML 2024☆14Jul 4, 2024Updated last year
- PyTorch Implementation of the paper "MM1: Methods, Analysis & Insights from Multimodal LLM Pre-training"☆27Mar 30, 2026Updated last week
- Single Path One-Shot NAS MXNet implementation with Supernet training and searching☆19Dec 23, 2019Updated 6 years ago
- Multi Stopwatch for Python☆12Sep 28, 2019Updated 6 years ago