Mask-conditioned latent diffusion for generating gastrointestinal polyp images. - Roman Machácek; Leila Mozaffari; Zahra Sepasdar; Sravanthi Parasa; Pål Halvorsen; Michael A. Riegler; Vajira Thambawita (ICDAR@ICMR, 2023)

Explaining GitHub Actions Failures with Large Language Models: Challenges, Insights, and Limitations. - Pablo Valenzuela-Toledo; Chuyue Wu; Sandro Hernández; Alexander Boll; Roman Machácek; Sebastiano Panichella; Timo Kehrer (ICPC, 2025)

The Impact of Fine-tuning Large Language Models on Automated Program Repair. - Roman Machácek; Anastasiia Grishina; Max Hort; Leon Moonen (CoRR, 2025)