Roman Machácek

According to our database, Roman Machácek authored at least 3 papers between 2023 and 2025.

Collaborative distances:

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

2025

The Impact of Fine-tuning Large Language Models on Automated Program Repair.

Roman Machácek, Anastasiia Grishina, Max Hort, Leon Moonen

CoRR, July, 2025

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

Proceedings of the 33rd IEEE/ACM International Conference on Program Comprehension, 2025

2023

Mask-conditioned latent diffusion for generating gastrointestinal polyp images.

Roman Machácek, Leila Mozaffari, Zahra Sepasdar, Sravanthi Parasa, Pål Halvorsen, Michael A. Riegler, Vajira Thambawita

Proceedings of the 4th ACM Workshop on Intelligent Cross-Data Analysis and Retrieval, 2023