SUQ: Streamlined Uncertainty Quantification

Public codes for SCIA2025 paper: "Compressing 3D Gaussian Splatting by Noise-Substituted Vector Quantization"

Repository for the paper "Approximate Bayesian Inference via Bitstring Representations" published at UAI2025

Public codes for TMLR2025 paper: "Heterophily-informed Message Passing".

DeSplat: Decomposed Gaussian Splatting for Distractor-Free Rendering

Official code for Free Hunch: Denoiser Covariance Estimation for Diffusion Models Without Extra Costs

Code for "Flatness Improves Backbone Generalisation in Few-shot Classification", WACV 2025.

Code for Post-hoc Probabilistic Vision-Language Models

Advances in Probabilistic Machine Learning Seminar

Code release for the paper "Sources of Uncertainty in 3D Scene Reconstruction"