A Generative Map for Image-based Camera Localization. - Mingpan Guo; Stefan Matthes; Jiaojiao Ye; Hao Shen 002 (CoRR, 2019)

Interactive Image Restoration. - Zhiwei Han; Thomas Weber 005; Stefan Matthes; Yuanting Liu; Hao Shen 002 (CoRR, 2019)

Draw with Me: Human-in-the-Loop for Image Restoration. - Thomas Weber 005; Zhiwei Han; Stefan Matthes; Heinrich Hußmann; Yuanting Liu (KI, 2020)

Knowledge as Invariance - History and Perspectives of Knowledge-augmented Machine Learning. - Alexander Sagel; Amit Sahu; Stefan Matthes; Holger Pfeifer; Tianming Qiu; Harald Rueß; Hao Shen 002; Julian Wörmann (CoRR, 2020)

Knowledge Augmented Machine Learning with Applications in Autonomous Driving: A Survey. - Julian Wörmann; Daniel Bogdoll; Etienne Bührle; Han Chen; Evaristus Fuh Chuo; Kostadin Cvejoski; Ludger van Elst; Tobias Gleißner; Philip Gottschall; Stefan Griesche; Christian Hellert; Christian Hesels; et al. (CoRR, 2022)

Scene Understanding for Autonomous Driving Using Visual Question Answering. - Adrien Wantiez; Tianming Qiu; Stefan Matthes; Hao Shen 002 (IJCNN, 2023)

Towards a Unified Framework of Contrastive Learning for Disentangled Representations. - Stefan Matthes; Zhiwei Han; Hao Shen 002 (NeurIPS, 2023)