soilmoisture_atbd_v2
Jupyterbook for the CIMR Level-2 Soil Moisture ATBD developed in the DEVALGO project
2021-multichannel-fw
Codes for the study: Dijoux, S. and Boukal, D.S. (2021). Community structure and collapses in multichannel food webs:Role of consumer body sizes and mesohabitat productivities. Ecology Letters, 24: 1607-1618.
noise_reduction_of_ligo_data
Using simulated LIGO data this repository uses 3 very simple and quick methods to remove noise and reveal the chirps created by the simulated merger of two black holes
https://github.com/aaltoml/free-hunch
Official code for Free Hunch: Denoiser Covariance Estimation for Diffusion Models Without Extra Costs
https://github.com/aaltoml/desplat
DeSplat: Decomposed Gaussian Splatting for Distractor-Free Rendering
glycosylationstatistics
Systematic detection of sugar moieties in COCONUT using the Sugar Removal Utility
https://github.com/aaltoml/heterophily-imp
Public codes for TMLR2025 paper: "Heterophily-informed Message Passing".
ecg_classification
Official and maintained implementation of the paper "Exploring Novel Algorithms for Atrial Fibrillation Detection by Driving Graduate Level Education in Medical Machine Learning" (ECG-DualNet) [Physiological Measurement 2022, EMBC 2023].
https://github.com/aaltoml/flatfsl
Code for "Flatness Improves Backbone Generalisation in Few-shot Classification", WACV 2025.
nyu-effimodel
Code and data for Xiao et al (2023) "Efficient models of cortical activity via local dynamic equilibria and coarse-grained interactions."
https://github.com/aaltoml/gp-mvs
Multi-View Stereo by Temporal Nonparametric Fusion
https://github.com/aaltoml/nonstationary-audio-gp
End-to-End Probabilistic Inference for Nonstationary Audio Analysis
https://github.com/aaltoml/kalman-jax
Approximate inference for Markov Gaussian processes using iterated Kalman smoothing, in JAX
https://github.com/aaltoml/uncertainty-nerf-gs
Code release for the paper "Sources of Uncertainty in 3D Scene Reconstruction"
