Thomas Möllenhoff
15 papers · 2016–2025 · 6 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🌈 Renaissance Researcher (6) 🌍 Conference Polyglot (6) 🏃 Academic Marathon (9) 🗺️ Taxonomy Completionist (23)
🌍
Conference Polyglot
(6)
🏃
Academic Marathon
(9)
🌈
Renaissance Researcher
(6)
🤝
Dynamic Duo
(10)
🚀
Conference Pioneer
💎
Century Club
(15)
🔥
Unstoppable
(5)
Conferences
ICLR (5)
CVPR (3)
AISTATS (2)
ICCV (2)
ICML (2)
NIPS (1)
Top co-authors
Keywords
variational method
(2)
geometric measure theory
(2)
proximal algorithm
(2)
image restoration
(2)
variational optimization
(1)
primal-dual optimization
(1)
graph theory
(1)
convex relaxation
(1)
bayesian inference
(1)
sensitivity analysis
(1)
image reconstruction
(1)
image processing
(1)
convergence guarantee
(1)
disentangled representation
(1)
latent space
(1)
energy minimization
(1)
generative adversarial network
(1)
training datum
(1)
shape from shading
(1)
convex optimization
(1)
Papers
Uncertainty-Aware Decoding with Minimum Bayes Risk
ICLR 2025
Model Merging by Uncertainty-Based Gradient Matching
ICLR 2024
Variational Learning is Effective for Large Deep Networks
ICML 2024
Conformal Prediction via Regression-as-Classification
ICLR 2024
The Memory-Perturbation Equation: Understanding Model's Sensitivity to Data
NIPS 2023
SAM as an Optimal Relaxation of Bayes
ICLR 2023
Optimization of Graph Total Variation via Active-Set-based Combinatorial Reconditioning
AISTATS 2020
Lifting Vectorial Variational Problems: A Natural Formulation Based on Geometric Measure Theory and Discrete Exterior Calculus
CVPR 2019
Flat Metric Minimization with Applications in Generative Modeling
ICML 2019
Controlling Neural Networks via Energy Dissipation
ICCV 2019
Fight Ill-Posedness With Ill-Posedness: Single-Shot Variational Depth Super-Resolution From Shading
CVPR 2018
Proximal Backpropagation
ICLR 2018
Combinatorial Preconditioners for Proximal Algorithms on Graphs
AISTATS 2018
Sublabel-Accurate Discretization of Nonconvex Free-Discontinuity Problems
ICCV 2017
Sublabel-Accurate Relaxation of Nonconvex Energies
CVPR 2016