Picture for Fredrik Lindsten

Fredrik Lindsten

LIENS, INRIA Paris - Rocquencourt, MSR - INRIA

Building Machine Learning Limited Area Models: Kilometer-Scale Weather Forecasting in Realistic Settings

Add code
Apr 12, 2025
Viaarxiv icon

Revisiting Likelihood-Based Out-of-Distribution Detection by Modeling Representations

Add code
Apr 10, 2025
Viaarxiv icon

Diffusion-LAM: Probabilistic Limited Area Weather Forecasting with Diffusion

Add code
Feb 11, 2025
Viaarxiv icon

WyckoffDiff - A Generative Diffusion Model for Crystal Symmetry

Add code
Feb 10, 2025
Figure 1 for WyckoffDiff - A Generative Diffusion Model for Crystal Symmetry
Figure 2 for WyckoffDiff - A Generative Diffusion Model for Crystal Symmetry
Figure 3 for WyckoffDiff - A Generative Diffusion Model for Crystal Symmetry
Figure 4 for WyckoffDiff - A Generative Diffusion Model for Crystal Symmetry
Viaarxiv icon

Solving Linear-Gaussian Bayesian Inverse Problems with Decoupled Diffusion Sequential Monte Carlo

Add code
Feb 10, 2025
Viaarxiv icon

On Partial Prototype Collapse in the DINO Family of Self-Supervised Methods

Add code
Oct 17, 2024
Viaarxiv icon

Continuous Ensemble Weather Forecasting with Diffusion models

Add code
Oct 07, 2024
Viaarxiv icon

Prior Learning in Introspective VAEs

Add code
Aug 25, 2024
Viaarxiv icon

Towards understanding epoch-wise double descent in two-layer linear neural networks

Add code
Jul 13, 2024
Viaarxiv icon

Probabilistic Weather Forecasting with Hierarchical Graph Neural Networks

Add code
Jun 07, 2024
Viaarxiv icon