Deeper Convolutional Neural Networks and Broad Augmentation Policies Improve Performance in Musical Key Estimation. - Stefan Andreas Baumann (ISMIR, 2021)

Boosting Latent Diffusion with Flow Matching. - Johannes S. Fischer; Ming Gui; Pingchuan Ma 006; Nick Stracke; Stefan Andreas Baumann; Björn Ommer (CoRR, 2023)

ZigMa: A DiT-style Zigzag Mamba Diffusion Model. - Vincent Tao Hu; Stefan Andreas Baumann; Ming Gui; Olga Grebenkova; Pingchuan Ma 006; Johannes S. Fischer; Björn Ommer (ECCV (21), 2024)

FMBoost: Boosting Latent Diffusion with Flow Matching. - Johannes Schusterbauer; Ming Gui; Pingchuan Ma 006; Nick Stracke; Stefan Andreas Baumann; Vincent Tao Hu; Björn Ommer (ECCV (61), 2024)

CTRLorALTer: Conditional LoRAdapter for Efficient 0-Shot Control and Altering of T2I Models. - Nick Stracke; Stefan Andreas Baumann; Joshua Susskind; Miguel Ángel Bautista 001; Björn Ommer (ECCV (88), 2024)

Scalable High-Resolution Pixel-Space Image Synthesis with Hourglass Diffusion Transformers. - Katherine Crowson; Stefan Andreas Baumann; Alex Birch; Tanishq Mathew Abraham; Daniel Z. Kaplan; Enrico Shippole (ICML, 2024)

DepthFM: Fast Monocular Depth Estimation with Flow Matching. - Ming Gui; Johannes S. Fischer; Ulrich Prestel; Pingchuan Ma 006; Dmytro Kotovenko; Olga Grebenkova; Stefan Andreas Baumann; Vincent Tao Hu; Björn Ommer (CoRR, 2024)

Continuous, Subject-Specific Attribute Control in T2I Models by Identifying Semantic Directions. - Stefan Andreas Baumann; Felix Krause 002; Michael Neumayr; Nick Stracke; Vincent Tao Hu; Björn Ommer (CoRR, 2024)

CTRLorALTer: Conditional LoRAdapter for Efficient 0-Shot Control & Altering of T2I Models. - Nick Stracke; Stefan Andreas Baumann; Joshua M. Susskind; Miguel Ángel Bautista 001; Björn Ommer (CoRR, 2024)

DepthFM: Fast Generative Monocular Depth Estimation with Flow Matching. - Ming Gui; Johannes Schusterbauer; Ulrich Prestel; Pingchuan Ma 006; Dmytro Kotovenko; Olga Grebenkova; Stefan Andreas Baumann; Vincent Tao Hu; Björn Ommer (AAAI, 2025)

Continuous, Subject-Specific Attribute Control in T2I Models by Identifying Semantic Directions. - Stefan Andreas Baumann; Felix Krause 002; Michael Neumayr; Nick Stracke; Melvin Sevi; Vincent Tao Hu; Björn Ommer (CVPR, 2025)

CleanDIFT: Diffusion Features without Noise. - Nick Stracke; Stefan Andreas Baumann; Kolja Bauer; Frank Fundel; Björn Ommer (CVPR, 2025)