Dimitrios Spanos

According to our database, Dimitrios Spanos authored at least 7 papers between 2025 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Improving uncertainty estimation in deep neural networks by modeling class and instance uncertainty.

Dimitrios Spanos, Nikolaos Passalis, Anastasios Tefas

Pattern Recognit., 2026

Photonic Kolmogorov Arnold Networks utilizing SOA-based SPM broadening and filtering learnable activations.

Stefanos Kovaios, Themistoklis Chrysostomidis, Dimitrios Spanos, Apostolos Tsakyridis, Miltiadis Moralis-Pegios, Nikolaos Passalis, Charis Mesaritakis, Adonis Bogris, Anastasios Tefas, K. Vyrsokinos, Nikos Pleros

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2026

Single-pass Anchor-based Uncertainty Quantification in Deep Neural Networks.

Dimitrios Spanos, Nikolaos Passalis, Anastasios Tefas

Proceedings of the IEEE International Symposium on Circuits and Systems, 2026

2025

Trustworthy knowledge distillation via anchor-guided distribution learning.

Dimitrios Spanos, Nikolaos Passalis, Anastasios Tefas

Knowl. Based Syst., 2025

Leveraging subclass learning for improving uncertainty estimation in deep Learning.

Dimitrios Spanos, Nikolaos Passalis, Anastasios Tefas

Neurocomputing, 2025

Reliable Uncertainty Estimation in Autonomous Systems via Feature Collapse Mitigation.

Dimitrios Spanos, Nikolaos Passalis, Anastasios Tefas

Proceedings of the 8th IEEE International Conference on Industrial Cyber-Physical Systems, 2025

Sepsis Detection Exploiting Biomarker Analysis with Deep Neural Networks.

Dimitrios Spanos, Nikolaos Passalis, Dimosthenis Spasopoulos, Evangelia Chatzianagnostou, Juan Carlos Ruiz-Rodríguez, Juan José González Lopez, Laura M. Lechuga, M.-Carmen Estevez, Nikos Pleros, Anastasios Tefas

Proceedings of the 8th IEEE International Conference on Industrial Cyber-Physical Systems, 2025