The Unreasonable Effectiveness of Fully-Connected Layers for Low-Data Regimes. - Peter Kocsis 001; Peter Súkeník; Guillem Brasó; Matthias Nießner; Laura Leal-Taixé; Ismail Elezi (NeurIPS, 2022)

Intrinsic Image Diffusion for Single-view Material Estimation. - Peter Kocsis 001; Vincent Sitzmann; Matthias Nießner (CoRR, 2023)

LightIt: Illumination Modeling and Control for Diffusion Models. - Peter Kocsis 001; Julien Philip; Kalyan Sunkavalli; Matthias Nießner; Yannick Hold-Geoffroy (CVPR, 2024)

Intrinsic Image Diffusion for Indoor Single-view Material Estimation. - Peter Kocsis 001; Vincent Sitzmann; Matthias Nießner (CVPR, 2024)

IntrinsiX: High-Quality PBR Generation using Image Priors. - Peter Kocsis 001; Lukas Höllein; Matthias Nießner (CoRR, 2025)