Lukas Fesser

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 7

Top Topics

Smoothing Algorithm

Gaussian Smoothing

Text Recognition

Top Venues

Publications

Lukas Fesser, Melanie Weber
Effective Structural Encodings via Local Curvature Profiles. ICLR (2024)
Daqian Shao, Lukas Fesser, Marta Kwiatkowska
STR-Cert: Robustness Certification for Deep Text Recognition on Deep Learning Pipelines and Vision Transformers. CoRR (2024)
Lukas Fesser, Sergio Serrano de Haro Iváñez, Karel Devriendt, Melanie Weber, Renaud Lambiotte
Augmentations of Forman's Ricci Curvature and their Applications in Community Detection. CoRR (2023)
Lukas Fesser, Melanie Weber
Mitigating Over-Smoothing and Over-Squashing Using Augmentations of Forman-Ricci Curvature. LoG (2023)
Lukas Fesser, Richard Qiu, Luca D'Amico-Wong
Understanding and Mitigating Extrapolation Failures in Physics-Informed Neural Networks. CoRR (2023)
Lukas Fesser, Melanie Weber
Mitigating Over-Smoothing and Over-Squashing using Augmentations of Forman-Ricci Curvature. CoRR (2023)
Lukas Fesser, Melanie Weber
Effective Structural Encodings via Local Curvature Profiles. CoRR (2023)