Attila Losonczy

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 7

Top Topics

Convex Loss Functions

Generalization Ability

Image Alignment

Top Venues

IEEE Trans. Emerg. Top. Comput. Intell.

Frontiers Neuroinformatics

Publications

Eirini Troullinou, Grigorios Tsagkatakis, Attila Losonczy, Panayiota Poirazi, Panagiotis Tsakalides
A Generative Neighborhood-Based Deep Autoencoder for Robust Imbalanced Classification. IEEE Trans. Artif. Intell. 5 (1) (2024)
Eirini Troullinou, Grigorios Tsagkatakis, Attila Losonczy, Panayiota Poirazi, Panagiotis Tsakalides
A Generative Neighborhood-Based Deep Autoencoder with an Extended Loss Function for Robust Imbalanced Classification. ACSSC (2023)
Shuonan Chen, Bovey Y. Rao, Stephanie Herrlinger, Attila Losonczy, Liam Paninski, Erdem Varol
Multimodal Microscopy Image Alignment Using Spatial and Shape Information and a Branch-and-Bound Algorithm. ICASSP (2023)
Lu Bin Liu, Attila Losonczy, Zhenrui Liao
tension: A Python package for FORCE learning. PLoS Comput. Biol. 18 (12) (2022)
Eirini Troullinou, Grigorios Tsagkatakis, Spyridon Chavlis, Gergely F. Turi, Wen-Ke Li, Attila Losonczy, Panagiotis Tsakalides, Panayiota Poirazi
Artificial Neural Networks in Action for an Automated Cell-Type Classification of Biological Neural Networks. IEEE Trans. Emerg. Top. Comput. Intell. 5 (5) (2021)
Bovey Y. Rao, Alexis M. Peterson, Elena K. Kandror, Stephanie Herrlinger, Attila Losonczy, Liam Paninski, Abbas H. Rizvi, Erdem Varol
Non-parametric Vignetting Correction for Sparse Spatial Transcriptomics Images. MICCAI (8) (2021)
Eirini Troullinou, Grigorios Tsagkatakis, Spyridon Chavlis, Gergely F. Turi, Wen-Ke Li, Attila Losonczy, Panagiotis Tsakalides, Panayiota Poirazi
Artificial neural networks in action for an automated cell-type classification of biological neural networks. CoRR (2019)
Patrick Kaifosh, Jeffrey Zaremba, Nathan Danielson, Attila Losonczy
SIMA: Python software for analysis of dynamic fluorescence imaging data. Frontiers Neuroinformatics 8 (2014)