Löfstedt, Tommy

4 publications

TMLR 2026 A Unified Framework for Tabular Generative Modeling: Loss Functions, Benchmarks, and Improved Multi-Objective Bayesian Optimization Approaches Minh Hoang Vu, Daniel Edler, Carl Wibom, Tommy Löfstedt, Beatrice Melin, Martin Rosvall

TMLR 2025 From Promise to Practice: A Study of Common Pitfalls Behind the Generalization Gap in Machine Learning Saeideh Ghanbari Azar, Lorenzo Tronchin, Attila Simkó, Tufve Nyholm, Tommy Löfstedt

TMLR 2024 Compressing the Activation Maps in Deep Convolutional Neural Networks and Its Regularizing Effect Minh Hoang Vu, Anders Garpebring, Tufve Nyholm, Tommy Löfstedt

MIDL 2023 MRI Bias Field Correction with an Implicitly Trained CNN Attila Simkó, Tommy Löfstedt, Anders Garpebring, Tufve Nyholm, Joakim Jonsson