Active speech level estimation in noisy signals with quadrature noise suppression. - Nikolaos Dionelis; Mike Brookes (EUSIPCO, 2016)

Speech enhancement using modulation-domain Kalman filtering with active speech level normalized log-spectrum global priors. - Nikolaos Dionelis; Mike Brookes (EUSIPCO, 2017)

Modulation-domain speech enhancement using a Kalman filter with a Bayesian update of speech and noise in the log-spectral domain. - Nikolaos Dionelis; Mike Brookes (HSCMA, 2017)

Speech Enhancement Using Kalman Filtering in the Logarithmic Bark Power Spectral Domain. - Nikolaos Dionelis; Mike Brookes (EUSIPCO, 2018)

On Single-Channel Speech Enhancement and On Non-Linear Modulation-Domain Kalman Filtering. - Nikolaos Dionelis (CoRR, 2018)

Phase-Aware Single-Channel Speech Enhancement With Modulation-Domain Kalman Filtering. - Nikolaos Dionelis; Mike Brookes (IEEE ACM Trans. Audio Speech Lang. Process., 2018)

Modulation-Domain Kalman Filtering for Monaural Blind Speech Denoising and Dereverberation. - Nikolaos Dionelis; Mike Brookes (IEEE ACM Trans. Audio Speech Lang. Process., 2019)

Boundary Of Distribution Support Generator (BDSG): Sample Generation On The Boundary. - Nikolaos Dionelis; Mehrdad Yaghoobi; Sotirios A. Tsaftaris (ICIP, 2020)

Few-Shot Adaptive Detection of Objects of Concern Using Generative Models with Negative Retraining. - Nikolaos Dionelis; Mehrdad Yaghoobi; Sotirios A. Tsaftaris (ICTAI, 2021)

Boundary of Distribution Support Generator (BDSG): Sample Generation on the Boundary. - Nikolaos Dionelis (CoRR, 2021)

Tail of Distribution GAN (TailGAN): Generative- Adversarial-Network-Based Boundary Formation. - Nikolaos Dionelis (CoRR, 2021)

OMASGAN: Out-of-Distribution Minimum Anomaly Score GAN for Sample Generation on the Boundary. - Nikolaos Dionelis (CoRR, 2021)

FROB: Few-shot ROBust Model for Classification and Out-of-Distribution Detection. - Nikolaos Dionelis (CoRR, 2021)

CTR: Contrastive Training Recognition Classifier for Few-Shot Open-World Recognition. - Nikolaos Dionelis; Sotirios A. Tsaftaris; Mehrdad Yaghoobi (ICPR, 2022)

FROB: Few-Shot ROBust Model for Joint Classification and Out-of-Distribution Detection. - Nikolaos Dionelis; Sotirios A. Tsaftaris; Mehrdad Yaghoobi (ECML/PKDD (3), 2022)

SLX: Similarity Learning for X-Ray Screening and Robust Automated Disassembled Object Detection. - Nikolaos Dionelis; Richard Jackson; Sotirios A. Tsaftaris; Mehrdad Yaghoobi (IJCNN, 2023)

Learning from Unlabelled data with Transformers: Domain Adaptation for Semantic Segmentation of High Resolution Aerial Images. - Nikolaos Dionelis; Francesco Pro; Luca Maiano; Irene Amerini; Bertrand Le Saux (IGARSS, 2024)

PhilEO Bench: Evaluating Geo-Spatial Foundation Models. - Casper Fibaek; Luke Camilleri; Andreas Luyts; Nikolaos Dionelis; Bertrand Le Saux (IGARSS, 2024)

A Semantic Segmentation-Guided Approach for Ground-to-Aerial Image Matching. - Francesco Pro; Nikolaos Dionelis; Luca Maiano; Bertrand Le Saux; Irene Amerini (IGARSS, 2024)

CAS: Confidence Assessments of classification algorithms for Semantic segmentation of EO data. - Nikolaos Dionelis; Nicolas Longépé (CoRR, 2024)

Evaluating and Benchmarking Foundation Models for Earth Observation and Geospatial AI. - Nikolaos Dionelis; Casper Fibaek; Luke Camilleri; Andreas Luyts; Jente Bosmans; Bertrand Le Saux (CoRR, 2024)

Fine-Tuning Foundation Models With Confidence Assessment for Enhanced Semantic Segmentation. - Nikolaos Dionelis; Nicolas Longépé (IEEE Geosci. Remote. Sens. Lett., 2025)

CARE: Confidence-Aware Regression Estimation of building density fine-tuning EO Foundation Models. - Nikolaos Dionelis; Jente Bosmans; Nicolas Longépé (CoRR, 2025)

Building Age Estimation: A New Multi-Modal Benchmark Dataset and Community Challenge. - Nikolaos Dionelis; Nicolas Longépé; Alessandra Feliciotti; Mattia Marconcini; Devis Peressutti; Nika Oman Kadunc; JaeWan Park; Hagai Raja Sinulingga; Steve Andreas Immanuel; Ba Tran; Caroline Arnold (CoRR, 2025)

TerraMind: Large-Scale Generative Multimodality for Earth Observation. - Johannes Jakubik; Felix Yang; Benedikt Blumenstiel; Erik Scheurer; Rocco Sedona; Stefano Maurogiovanni; Jente Bosmans; Nikolaos Dionelis; Valerio Marsocci; Niklas Kopp; Rahul Ramachandran; Paolo Fraccaro; et al. (CoRR, 2025)

Scaling-Up the Pretraining of the Earth Observation Foundation Model PhilEO to the MajorTOM Dataset. - Nikolaos Dionelis; Jente Bosmans; Riccardo Musto; Giancarlo Paoletti; Simone Sarti; Giacomo Cascarano; Casper Fibaek; Luke Camilleri; Bertrand Le Saux; Nicolas Longépé (CoRR, 2025)