Martin Sedláček

CIIRC CTU, B-642

Jugoslávských partyzánů 1580/3, 160 00

Prague, Czech Republic

I'm a second year MSc. student in the AI programme at the University of Amsterdam (UvA). My interests span a broad range of topics, but I currently focus on Machine Learning, Computer Vision, and Robotics. I also work closely with the Prague ELLIS Unit's IMPACT group, supervised by Josef Sivic and Vladimir Petrik.

Previously, I was a Software Engineer at Palantir, Amazon, and Goldman Sachs, spending nearly 5 years in the industry. I completed my BSc. at Queen Mary University of London (QMUL) in 2022 as part of a degree apprenticeship with Goldman Sachs, and later a GDip. in Mathematics at Birkbeck College, University of London, awarded in 2023.

Seeking PhD / research opportunities for Fall 2025 - feel free to reach out if you or a lab you know is hiring and could be a good fit.

News

17/07/2024	Blogpost accepted to GRaM Workshop at ICML 2024.
28/05/2024	Reproducibility study accepted to MLRC'23 and published in TMLR.
04/09/2023	Started the MSc. programme in AI at UvA
03/07/2023	Started collaborating with IMPACT group at the ELLIS Unit in Prague.

Selected publications

Equivariant Diffusion for Molecule Generation in 3D using Consistency Models

Martin Sedlacek* Antonis Vozikis*, Patrik Bartak, Luke Cadigan, and Mohan Guo

ICML GRaM Workshop (Blogpost Track), 2024

Bib Website

@article{sedlacek2024edmConsistency,
                                title = {Equivariant Diffusion for Molecule Generation in 3D using Consistency Models},
                                show_bib = {true},
                                author = {Sedlacek, Martin and Vozikis, Antonis and Bartak, Patrik and Cadigan, Luke and Guo, Mohan},
                                year = {2024},
                                journal = {GRaM Workshop, ICML}
                                }

Reproducibility study of "LICO: Explainable Models with Language-Image Consistency"

Luan Fletcher*, Robert van der Klis*, Martin Sedlacek*, Stefan Vasilev*, and Christos Athanasiadis

TMLR (MLRC'23), 2024

Bib PDF GitHub

@article{fletcher2024lico_repro,
                                title = {Reproducibility study of "LICO: Explainable Models with Language-Image Consistency"},
                                show_bib = {true},
                                author = {Fletcher, Luan and Klis, Robert and Sedlacek, Martin and Vasilev, Stefan and Athanasiadis, Christos},
                                year = {2024},
                                journal = {TMLR}
                                }