Volodymyr Karpenko

I'm a PhD student at USI in Lugano, Switzerland, where I am advised by Lonneke van der Plas, and co-advised by Antonietta Mira and Andrea Raballo. My research focuses on Natural Language Processing (NLP) for medicine, with a particular emphasis on enhancing the explainability and reasoning capabilities of Large Language Models (LLMs). I am also broadly interested in computer vision, computer graphics, deep learning, and generative AI.

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Research

Human Vision Constrained Super-Resolution
Volodymyr Karpenko, Taimoor Tariq, Jorge Condor, Piotr Didyk
ICCV Workshop (HiCV), 2025  (Oral Presentation)
IEEE / arXiv
Super Resolution for Humans
Volodymyr Karpenko, Taimoor Tariq, Jorge Condor, Piotr Didyk
SIGGRAPH Poster, 2025
supplement / bibtex / poster

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