Schwonberg, Manuel

1. Strong but simple: A Baseline for Domain Generalized Dense Perception by CLIP-based Transfer Learning
   2023/12/04 by Hümmer, Christoph, Schwonberg, Manuel, Zhou, Liangwei +3 · 7 citations
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. Generalization by Adaptation: Diffusion-Based Domain Extension for Domain-Generalized Semantic Segmentation
   2023/12/04 by Joshua Niemeijer, Manuel Schwonberg, Niemeijer, Joshua +7 · 7 citations
   Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Mycobacterium research and diagnosis
3. Survey on Unsupervised Domain Adaptation for Semantic Segmentation for Visual Perception in Automated Driving
   2023/04/24 by Schwonberg, Manuel, Niemeijer, Joshua, Termöhlen, Jan-Aike +4 · 5 citations
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
4. Augmentation-based Domain Generalization for Semantic Segmentation
   2023/04/24 by Schwonberg, Manuel, Bouazati, Fadoua El, Schmidt, Nico M. +1 · 2 citations
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)