A Content Transformation Block for Image Style Transfer. - Dmytro Kotovenko; Artsiom Sanakoyeu; Pingchuan Ma 006; Sabine Lang; Björn Ommer (CVPR, 2019)

Improving Deep Metric Learning by Divide and Conquer. - Artsiom Sanakoyeu; Pingchuan Ma 006; Vadim Tschernezki; Björn Ommer (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Cross-Image-Attention for Conditional Embeddings in Deep Metric Learning. - Dmytro Kotovenko; Pingchuan Ma 006; Timo Milbich; Björn Ommer (CVPR, 2023)

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

Motion Flow Matching for Human Motion Synthesis and Editing. - Vincent Tao Hu; Wenzhe Yin; Pingchuan Ma 006; Yunlu Chen; Basura Fernando; Yuki M. Asano; Efstratios Gavves; Pascal Mettes; Björn Ommer; Cees G. M. Snoek (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)

WaSt-3D: Wasserstein-2 Distance for Scene-to-Scene Stylization on 3D Gaussians. - Dmytro Kotovenko; Olga Grebenkova; Nikolaos Sarafianos; Avinash Paliwal; Pingchuan Ma 006; Omid Poursaeed; Sreyas Mohan; Yuchen Fan; Yilei Li; Rakesh Ranjan; 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)

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)

Diffusion Models and Representation Learning: A Survey. - Michael Fuest; Pingchuan Ma 006; Ming Gui; Johannes S. Fischer; Vincent Tao Hu; Björn Ommer (CoRR, 2024)

Does VLM Classification Benefit from LLM Description Semantics? - Pingchuan Ma 006; Lennart Rietdorf; Dmytro Kotovenko; Vincent Tao Hu; Björn Ommer (AAAI, 2025)

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)

SCFlow: Implicitly Learning Style and Content Disentanglement with Flow Models. - Pingchuan Ma 006; Xiaopei Yang; Yusong Li; Ming Gui; Felix Krause 002; Johannes Schusterbauer; Björn Ommer (CoRR, 2025)