Petros Daras

Information Technologies Institute — Greece

Computer Science · Physical Sciences

44h-index7.2kcitations495works6.92yr avg
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Research Topics

Advanced Vision and Imaging(76), Human Pose and Action Recognition(64), Advanced Image and Video Retrieval Techniques(54), Robotics and Sensor-Based Localization(44), Image Retrieval and Classification Techniques(41)

Publications495 total

PDualNet: a deep learning framework for joint prediction of Parkinson’s disease progression subtype and MDS-UPDRS scores
Scientific Reports·2025· 1 citedOpen Access
Combining and enhancing global and local vision foundation models for explainable tattoo matching
2025
Towards the Automatic Classification of Pottery Sherds: Two Complementary Approaches
2025· 17 citedOpen Access
Unleashing Uncertainty: Efficient Machine Unlearning for Generative AI
arXiv (Cornell University)·2025Open Access
Designing AI Systems with Correction Mechanisms Towards Attack-Resilient Architectures
2025
Chemical Targeting of the ATXN1 aa99–163 Interaction Site Suppresses polyQ-Expanded Protein Dimerization
ACS Omega·2025Open Access
LoTUS: Large-Scale Machine Unlearning with a Taste of Uncertainty
2025
Dynamic Trade-Offs in Adversarial Training: Exploring Efficiency, Robustness, Forgetting, and Interpretability
Neural Processing Letters·2025Open Access
LoTUS: Large-Scale Machine Unlearning with a Taste of Uncertainty
2025Open Access
Chemical targeting of the ATXN1 aa99-163 interaction site suppresses polyQ-expanded protein dimerization
2025Open Access
ParaSurf: a surface-based deep learning approach for paratope–antigen interaction prediction
Bioinformatics·2025· 7 citedOpen Access
ParaSurf: A Surface-Based Deep Learning Approach for Paratope-Antigen Interaction Prediction
2024· 1 citedOpen Access
Ensuring Trustworthiness in Decentralized Systems through Federated Distillation and Feature Mixing
2024
Ensuring Trustworthiness in Decentralized Systems through Federated Distillation and Feature Mixing
2024Open Access
FedRAL: Cost-Effective Distributed Annotation via Federated Reinforced Active Learning
2024Open Access
Image Retrieval with Hard Negative Centers and Quadruplet Center Loss in Deep Hashing
2024Open Access
FedHARM: Harmonizing Model Architectural Diversity in Federated Learning
Lecture notes in computer science·2024
AI Promoted Virtual Screening, Structure-Based Hit Optimization, and Synthesis of Novel COVID-19 S-RBD Domain Inhibitors
Journal of Chemical Information and Modeling·2024· 6 citedOpen Access
DeepSurf2-FF: Introducing Force Fields in Deep Learning for Improving in-Silico Prediction of Bcr-Antigen Interactions in B Cell Lymphomas
Blood·2024· 2 citedOpen Access
Defending Against AI Threats with a User-Centric Trustworthiness Assessment Framework
Big Data and Cognitive Computing·2024· 2 citedOpen Access
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Frequent Co-authors

Dimitrios Zarpalas(18), Kosmas Dimitropoulos(11), Απόστολος Αξενόπουλος(9), Dimitrios Konstantinidis(8), Nikolaos Zioulis(6), Ilias Papastratis(6), Dimitrios Tzovaras(6), Dimitrios S. Alexiadis(6), Anargyros Chatzitofis(6), Anastasios Dimou(5), Dimitrios Ataloglou(4), M.G. Strintzis(4), Athanasios Psaltis(3), Andreas Stergioulas(3), Federico Álvarez(3), V. Solachidis(3), Nicholas Vretos(3), Dimitrios Rafailidis(3), Arne Schumann(2), Lars Sommer(2)