Publications

Distribution-free uncertainty quantification for inverse problems: application to weak lensing mass mapping In Proceedings

Leterme HubertFadili JalalStarck Jean-Luc

Higher-Order Convolutional Neural Networks for Essential Climate Variables Forecasting In Proceedings

Giannopoulos MichalisTsagkatakis Gregory

MDPI - Remote Sensing

Theoretical wavelet ℓ1-norm from one-point probability density function prediction Journal Articles

Tinnaneri Sreekanth VilasiniCodis SandrineBarthelemy AlexandreStarck Jean-Luc

Cosmology and Nongalactic Astrophysics

Ground-based Image Deconvolution with Swin Transformer UNet In Proceedings

Akhaury UtsavJablonka PascaleStarck Jean-LucCourbin Frédéric

Astronomy & Astrophysics manuscript no. aanda

Unsupervised Change Detection on Multi-Temporal Satellite Images Using Tensor Decomposition Learning In Proceedings

Aidini AnastasiaTsagkatakis Gregory

Soil Moisture Retrival Using in Sity and Data Simulation Regularized Deep Learning Models In Proceedings

Tsagkatakis GregoryMoghaddam Matha

IEEE International Symposium on Geoscience and Remote Sensing (IGARSS) 2024

Multitask Classification of Antimicrobial Peptides for Simultaneous Assessment of Antimicrobial Property and Structural Fold In Proceedings

Zervou Michaela AretiPantazis Yannis

IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Uncertainty Quantification in Machine Learning Based Retrieval of Soil Moisture from GNSS-R Observations In Proceedings

Tsagkatakis GregoryMoghaddam Mathaal et

IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium

A SPATIOTEMPORAL DECOMPOSITION OF A VIDEO STREAM BASED ON THE RETINA-INSPIRED FILTER In Proceedings

Troullinou Eirini

EXPLORING THE POTENTIAL OF RECURRENCE QUANTIFICATION ANALYSIS FOR VIDEO ANALYSIS AND MOTION DETECTION In Proceedings

Kyprianidi TheodoraDoutsi EffrosyniTzagkarakis GeorgeTsakalides Panagiotis

2024 IEEE International Conference on Image Processing (ICIP)

Fusion of Forecasting and Retrieval for Uncertainty Aware Soil Moisture estimation In Proceedings

Tsagkatakis GregoryMoghaddam Mahtaal et

IEEE International Geoscience and Remote Sensing Symposium

De Novo Antimicrobial Peptide Design with Feedback Generative Adversarial Networks Journal Articles

Zervou Michaela AretiPantazis Yannis

Int. J. Mol. Sci. 2024, 25(10), 5506

Leveraging Sparse Input and Sparse Models: Efficient Distributed Learning in Resource-Constrained Environment In Proceedings

Kariotakis EmmanouilTsagkatakis GregoryKyrillidis Anastasios

First Conference on Parsimony and Learning (CPAL 2024)

Few-Shot Classification Using Tensor Completion In Proceedings

Aidini AnastasiaTsagkatakis GregorySidiropoulos Nicholas D.

Asilomar Conference on Signals, Systems, and Computers

A Generative Neighborhood-based Deep Autoencoder for Robust Imbalanced Classification Journal Articles

Troullinou EiriniTsagkatakis GregoryLosonczy AttilaPoirazi Panayiota

IEEE Transactions on Artificial Intelligence