Manuel Schwonberg

According to our database, Manuel Schwonberg authored at least 6 papers between 2023 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2024

A Study on Unsupervised Domain Adaptation for Semantic Segmentation in the Era of Vision-Language Models.

Manuel Schwonberg, Claus Werner, Hanno Gottschalk, Carsten Meyer

CoRR, 2024

Generalization by Adaptation: Diffusion-Based Domain Extension for Domain-Generalized Semantic Segmentation.

Joshua Niemeijer, Manuel Schwonberg, Jan-Aike Termöhlen, Nico M. Schmidt, Tim Fingscheidt

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Strong but Simple: A Baseline for Domain Generalized Dense Perception by CLIP-Based Transfer Learning.

Christoph Hümmer, Manuel Schwonberg, Liangwei Zhou, Hu Cao, Alois Knoll, Hanno Gottschalk

Proceedings of the Computer Vision - ACCV 2024, 2024

2023

VLTSeg: Simple Transfer of CLIP-Based Vision-Language Representations for Domain Generalized Semantic Segmentation.

Christoph Hümmer, Manuel Schwonberg, Liangwei Zhou, Hu Cao, Alois Knoll, Hanno Gottschalk

CoRR, 2023

Survey on Unsupervised Domain Adaptation for Semantic Segmentation for Visual Perception in Automated Driving.

Manuel Schwonberg, Joshua Niemeijer, Jan-Aike Termöhlen, Jörg P. Schäfer, Nico M. Schmidt, Hanno Gottschalk, Tim Fingscheidt

IEEE Access, 2023

Augmentation-based Domain Generalization for Semantic Segmentation.

Manuel Schwonberg, Fadoua El Bouazati, Nico M. Schmidt, Hanno Gottschalk

Proceedings of the IEEE Intelligent Vehicles Symposium, 2023