ifiaposto / Distance_Aware_BottleneckView external linksLinks
Official Implementation of the paper: "A Rate-Distorion View of Uncertainty Quantification", ICML 2024
☆28Sep 3, 2024Updated last year
Alternatives and similar repositories for Distance_Aware_Bottleneck
Users that are interested in Distance_Aware_Bottleneck are comparing it to the libraries listed below
Sorting:
- Experimental toolbox for quantum Shapley values.☆10Jan 2, 2024Updated 2 years ago
- A system that analyses patient symptoms and provides preliminary diagnoses along with recommended treatments⚕️☆14Jul 28, 2023Updated 2 years ago
- A set of functions for well-known Cumulative Distribution Function (CDF)-based distance measure☆15Jan 5, 2024Updated 2 years ago
- Official code for "ZigZag: Universal Sampling-free Uncertainty Estimation Through Two-Step Inference" (TMLR 2024)☆17Nov 7, 2024Updated last year
- Generative cellular automaton-like learning environments for RL.☆20Jan 30, 2025Updated last year
- ☆17Aug 17, 2021Updated 4 years ago
- Automatic Integration for Neural Spatio-Temporal Point Process models (AI-STPP) is a new paradigm for exact, efficient, non-parametric inf…☆25Oct 14, 2024Updated last year
- The official implementation of the paper "Towards Safe Self-Distillation of Internet-Scale Text-to-Image Diffusion Models" (ICML 2023 Wor…☆22Mar 19, 2024Updated last year
- PyTorch implementation of the paper "Continuous Wasserstein-2 Barycenter Estimation without Minimax Optimization" (ICLR 2021)☆33Jun 17, 2022Updated 3 years ago
- Code for paper: Are Large Language Models Post Hoc Explainers?☆34Jul 22, 2024Updated last year
- ☆34Nov 26, 2024Updated last year
- Code for Deterministic Neural Networks with Appropriate Inductive Biases Capture Epistemic and Aleatoric Uncertainty☆147Jun 2, 2023Updated 2 years ago
- [EMNLP 2023] Poisoning Retrieval Corpora by Injecting Adversarial Passages https://arxiv.org/abs/2310.19156☆48Dec 14, 2023Updated 2 years ago
- A curated list of explainability-related papers, articles, and resources focused on Large Language Models (LLMs). This repository aims to…☆50Jun 25, 2025Updated 7 months ago
- ☆42Feb 2, 2024Updated 2 years ago
- ☆40May 25, 2024Updated last year
- Automated Question-Answering Over Knowledge Graphs in O&M of Wind Turbines☆12Aug 16, 2022Updated 3 years ago
- Reference implementation of Thin and Deep Gaussian Processes (NeurIPS 2023)☆14Nov 25, 2024Updated last year
- A Generative Adversarial Network Model Alternative to Animal Studies for Clinical Pathology Assessment☆14Jan 10, 2024Updated 2 years ago
- Base implementation of the Multi-Encoder Variational AutoEncoder (ME-VAE)☆10Feb 28, 2022Updated 3 years ago
- [NeurIPS 23] Characterizing OOD Error via Optimal Transport☆13Nov 19, 2023Updated 2 years ago
- A template that brings order to the chaos of multi-agent development - ensuring every AI tool in your stack follows the same rules.☆20Jan 9, 2026Updated last month
- clock_plot provides a simple way to visualize timeseries data, mapping 24 hours onto the 360 degrees of a polar plot☆15Apr 5, 2022Updated 3 years ago
- Experiments from our work Uncertainty Quantification and Deep Ensemble☆10Nov 1, 2021Updated 4 years ago
- Probabilistic Finite Volume Method based on Affine Gaussian Process inference☆11Jun 10, 2024Updated last year
- End-to-End Probabilistic Inference for Nonstationary Audio Analysis☆12Aug 7, 2019Updated 6 years ago
- Code For Unsupervised Adversarial Image Inpaiting paper☆11Apr 25, 2019Updated 6 years ago
- The demo for "Sawtooth Factorial Topic Embeddings Guided Gamma Belief Network" in ICML 2021☆11Aug 17, 2021Updated 4 years ago
- Posterior Refinement Improves Sample Efficiency in Bayesian Neural Networks☆10Oct 21, 2022Updated 3 years ago
- Code for the paper "Reflectance-guided, contrast-accumulated histogram equalization" published in ICASSP 2020.☆10Sep 15, 2022Updated 3 years ago
- Randomized Greedy Polynomial Chaos Expansions☆11May 11, 2019Updated 6 years ago
- This is the official repository of the following paper: "Achieving Fairness Through Channel Pruning for Dermatological Disease Diagnosis"…☆10Jan 4, 2025Updated last year
- Implementation of Hyena Hierarchy in JAX☆10Apr 30, 2023Updated 2 years ago
- LightMHC: A Light Model for pMHC Structure Prediction with Graph Neural Networks☆12Jan 9, 2024Updated 2 years ago
- EPIDEMIC is an easy-to-run Matlab/Octave educational toolkit for epidemiological analysis.☆16Apr 4, 2025Updated 10 months ago
- Vecchia approximations for Gaussian log-likelihoods☆13Jan 27, 2026Updated 2 weeks ago
- UQGAN: A Unified Model for Uncertainty Quantification of Deep Classifiers trained via Conditional GANs☆11Apr 13, 2023Updated 2 years ago
- pytorch implementation for "Variational Autoencoder with Implicit Optimal Priors".☆11Oct 12, 2020Updated 5 years ago
- ☆195Jan 9, 2026Updated last month