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ORCIDHéctor Andrade-Loarca
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Books and Theses
- 2022
[b1]Héctor Andrade-Loarca:
Applied microlocal analysis of deep neural networks for inverse problems. Ludwig Maximilian University of Munich, Germany, 2022
Journal Articles
- 2024
- [j2]William E. Butler Hoyos
, Héctor Andrade-Loarca, Kristopher T. Kahle, Ziv Williams, Elizabeth G. Lamb, Julio Alcántara, Thomas Bernard Kinane, Luis Jesús Turcio Cuevas:
Algebraic Nexus of Fibonacci Forms and Two-Simplex Topology in Multicellular Morphogenesis. Symmetry 16(5): 516 (2024) - 2019
- [j1]Héctor Andrade-Loarca, Gitta Kutyniok, Ozan Öktem, Philipp Petersen:
Extraction of Digital Wavefront Sets Using Applied Harmonic Analysis and Deep Neural Networks. SIAM J. Imaging Sci. 12(4): 1936-1966 (2019)
Conference and Workshop Papers
- 2023
- [c1]Stefan Kolek, Robert Windesheim, Héctor Andrade-Loarca, Gitta Kutyniok, Ron Levie:
Explaining Image Classifiers with Multiscale Directional Image Representation. CVPR 2023: 18600-18609
Informal and Other Publications
- 2023
- [i8]Héctor Andrade-Loarca, Julius Hege, Aras Bacho, Gitta Kutyniok:
PoissonNet: Resolution-Agnostic 3D Shape Reconstruction using Fourier Neural Operators. CoRR abs/2308.01766 (2023) - [i7]Stefan Kolek, Aditya Chattopadhyay, Kwan Ho Ryan Chan, Héctor Andrade-Loarca, Gitta Kutyniok, René Vidal:
Learning Interpretable Queries for Explainable Image Classification with Information Pursuit. CoRR abs/2312.11548 (2023) - 2022
- [i6]Manny Ko, Ujjawal K. Panchal, Héctor Andrade-Loarca, Andres Mendez-Vazquez:
CoShNet: A Hybird Complex Valued Neural Network using Shearlets. CoRR abs/2208.06882 (2022) - [i5]Stefan Kolek, Robert Windesheim, Héctor Andrade-Loarca, Gitta Kutyniok, Ron Levie:
Explaining Image Classifiers with Multiscale Directional Image Representation. CoRR abs/2211.12857 (2022) - 2021
- [i4]Héctor Andrade-Loarca, Gitta Kutyniok, Ozan Öktem, Philipp Petersen:
Deep Microlocal Reconstruction for Limited-Angle Tomography. CoRR abs/2108.05732 (2021) - 2020
- [i3]Héctor Andrade-Loarca, Gitta Kutyniok:
tfShearlab: The TensorFlow Digital Shearlet Transform for Deep Learning. CoRR abs/2006.04591 (2020) - 2019
- [i2]Héctor Andrade-Loarca, Gitta Kutyniok, Ozan Öktem, Philipp Petersen:
Extraction of digital wavefront sets using applied harmonic analysis and deep neural networks. CoRR abs/1901.01388 (2019) - [i1]Héctor Andrade-Loarca, Gitta Kutyniok, Ozan Öktem:
Shearlets as Feature Extractor for Semantic Edge Detection: The Model-Based and Data-Driven Realm. CoRR abs/1911.12159 (2019)
Coauthor Index
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