Picture for Thomas Möllenhoff

Thomas Möllenhoff

Uncertainty-Aware Decoding with Minimum Bayes Risk

Add code
Mar 07, 2025
Viaarxiv icon

Natural Variational Annealing for Multimodal Optimization

Add code
Jan 08, 2025
Viaarxiv icon

How to Weight Multitask Finetuning? Fast Previews via Bayesian Model-Merging

Add code
Dec 11, 2024
Figure 1 for How to Weight Multitask Finetuning? Fast Previews via Bayesian Model-Merging
Figure 2 for How to Weight Multitask Finetuning? Fast Previews via Bayesian Model-Merging
Figure 3 for How to Weight Multitask Finetuning? Fast Previews via Bayesian Model-Merging
Figure 4 for How to Weight Multitask Finetuning? Fast Previews via Bayesian Model-Merging
Viaarxiv icon

Variational Low-Rank Adaptation Using IVON

Add code
Nov 07, 2024
Figure 1 for Variational Low-Rank Adaptation Using IVON
Figure 2 for Variational Low-Rank Adaptation Using IVON
Figure 3 for Variational Low-Rank Adaptation Using IVON
Figure 4 for Variational Low-Rank Adaptation Using IVON
Viaarxiv icon

Conformal Prediction via Regression-as-Classification

Add code
Apr 12, 2024
Viaarxiv icon

Variational Learning is Effective for Large Deep Networks

Add code
Feb 27, 2024
Viaarxiv icon

The Memory Perturbation Equation: Understanding Model's Sensitivity to Data

Add code
Oct 30, 2023
Figure 1 for The Memory Perturbation Equation: Understanding Model's Sensitivity to Data
Figure 2 for The Memory Perturbation Equation: Understanding Model's Sensitivity to Data
Figure 3 for The Memory Perturbation Equation: Understanding Model's Sensitivity to Data
Figure 4 for The Memory Perturbation Equation: Understanding Model's Sensitivity to Data
Viaarxiv icon

Model Merging by Uncertainty-Based Gradient Matching

Add code
Oct 19, 2023
Viaarxiv icon

The Lie-Group Bayesian Learning Rule

Add code
Mar 08, 2023
Viaarxiv icon

SAM as an Optimal Relaxation of Bayes

Add code
Oct 04, 2022
Figure 1 for SAM as an Optimal Relaxation of Bayes
Figure 2 for SAM as an Optimal Relaxation of Bayes
Figure 3 for SAM as an Optimal Relaxation of Bayes
Figure 4 for SAM as an Optimal Relaxation of Bayes
Viaarxiv icon