About
Denis is working towards a PhD in the area of Bayesian representation learning. His interests covers mostly Bayesian, generative and probabilistic methods and their connection to neuroscience and cognition. He received MSc in Computer Science (specialty: Artificial Intelligence) from Wrocław University of Science and Technology in 2021. His has both academia and industry background; currently working in CLARIN project at WUST.
Research Interests
Education
MsC in Computer Science (Artificial Intelligence)
Wroclaw University of Science and Technology · 2021
Publications
Dissecting Mahalanobis: How Feature Geometry and Normalization Shape OOD Detection
2025 · arXiv 2510.15202
The Illusion of Progress: Re-evaluating Hallucination Detection in LLMs
2025 · EMNLP 2025
FactSelfCheck: Fact-Level Black-Box Hallucination Detection for LLMs
2025 · arXiv 2503.17229
Hallucination Detection in LLMs Using Spectral Features of Attention Maps
2025 · EMNLP 2025
Enhancing Out-of-Distribution Detection Through Stochastic Embeddings in Self-supervised Learning
2024 · ICCS 2024
Graph-Level Representations Using Ensemble-Based Readout Functions
2023 · ICCS 2023
Fact-checking: relevance assessment of references in the Polish political domain
2021 · *Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES 2021*
