| Extraction of Digital Wavefront Sets Using Applied Harmonic Analysis and Deep Neural Networks Read More: https://epubs.siam.org/doi/abs/10.1137/19M1237594 H Andrade-Loarca, G Kutyniok, O Öktem, P Petersen SIAM Journal on Imaging Science 12 (4), 1936–1966, 2019 | 21 | 2019 |
| Shearlets as feature extractor for semantic edge detection: the model-based and data-driven realm H Andrade-Loarca, G Kutyniok, O Öktem Proceedings of the Royal Society A 476 (2243), 20190841, 2020 | 17 | 2020 |
| Deep microlocal reconstruction for limited-angle tomography H Andrade-Loarca, G Kutyniok, O Öktem, P Petersen Applied and Computational Harmonic Analysis 59, 155-197, 2022 | 13 | 2022 |
| tfShearlab: the TensorFlow digital shearlet transform for deep learning H Andrade-Loarca, G Kutyniok arXiv preprint arXiv:2006.04591, 2020 | 10 | 2020 |
| CoShNet: A Hybrid Complex Valued Neural Network using Shearlets M Ko, UK Panchal, H Andrade-Loarca, A Mendez-Vazquez arXiv preprint arXiv:2208.06882, 2022 | 5 | 2022 |
| PoissonNet: Resolution-Agnostic 3D Shape Reconstruction using Fourier Neural Operators H Andrade-Loarca, J Hege, A Bacho, G Kutyniok https://arxiv.org/abs/2308.01766, 2023 | 2 | 2023 |
| Explaining image classifiers with multiscale directional image representation S Kolek, R Windesheim, H Andrade-Loarca, G Kutyniok, R Levie Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 2 | 2023 |
| Algebraic Nexus of Fibonacci Forms and 2-Simplex Topology in Multicellular Morphogenesis WEB Hoyos, HA Loarca, K Kahle, Z Williams, EG Lamb, J Alcantara, ... Preprints, 2024 | | 2024 |
| Learning Interpretable Queries for Explainable Image Classification with Information Pursuit S Kolek, A Chattopadhyay, KHR Chan, H Andrade-Loarca, G Kutyniok, ... arXiv preprint arXiv:2312.11548, 2023 | | 2023 |
| Neural Poisson Surface Reconstruction: Resolution-Agnostic Shape Reconstruction from Point Clouds H Andrade-Loarca, J Hege, D Cremers, G Kutyniok https://arxiv.org/abs/2308.01766, 2023 | | 2023 |
| Applied Microlocal Analysis of Deep Neural Networks for Inverse Problems H Andrade-Loarca Ludwig-Maximilians-Universität München, 2021 | | 2021 |
| Fast Sparse Light Field Reconstruction with Shearlet-Based Inpainting H Andrade-Loarca TU Berlin, 2017 | | 2017 |
| Acoustic Metafluid: Periodic Homogenization by two scale convergence H Andrade-Loarca UNAM, 2015 | | 2015 |
| Task-Adapted Reconstruction in Computed Tomography: Microlocal Analysis meets Deep Learning H Andrade-Loarca, G Kutyniok, O Oktem, P Petersen | | |
Gitta KutyniokBavarian AI Chair for Mathematical Foundations of Artificial Intelligence, LMU MunichGeverifieerd e-mailadres voor math.lmu.de
