My name is Ludek and I am primarily interested in the development of state-of-the-art methods in the machine learning field.
Here are some of the most relevant projects I have done in the past:
- π / 2025 / Acceleration of Tsunami Simulation Time using MPI or CUDA
- π / 2025 / Fast Conjugade Gradient Solver using MPI and CUDA
- π / 2025 / Spatio-Temporal Graph Modeling for EEG-Based Seizure Detection: A Comparative Study with Temporal Baselines
- π / 2025 / GarmentDiffusion: Garment Texture Completion in UV space using Diffusion
- π / 2025 / HyperNCA: Fast texture synthesis using NCA
- π / 2025 / RL-Renaissance: Generating kinetic models using RL
- π / 2024 / Size Does Not Matter: A Data-Centric Approach to Fine-Tuning Phi3-mini
- π / 2023 / Benchmarking SOT Feature Transforms for Biomedical Few-Shot Learning Tasks
- π / 2023 / Advancing Homepage2Vec with LLM-Generated Datasets for Multilingual Website Classification
I have been also a Teaching Assistant in several courses, you might find useful the following materials: