Lukas Hoyer

1. DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation
   2021/11/29 by Lukas Hoyer, Hoyer, Lukas, Dengxin Dai +3 · 22 citations
   Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
2. MIC: Masked Image Consistency for Context-Enhanced Domain Adaptation
   2022/12/02 by Lukas Hoyer, Hoyer, Lukas, Dengxin Dai +5 · 20 citations
   Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #COVID-19 diagnosis using AI
3. DGInStyle: Domain-Generalizable Semantic Segmentation with Image Diffusion Models and Stylized Semantic Control
   2023/12/05 by Jia, Yuru, Lukas Hoyer, Hoyer, Lukas +10 · 7 citations
   Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
4. Domain Adaptive Semantic Segmentation with Self-Supervised Depth Estimation
   2021/04/28 by Qin Wang, Wang, Qin, Dengxin Dai +7 · 4 citations
   Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
5. Domain Adaptive and Generalizable Network Architectures and Training Strategies for Semantic Image Segmentation
   2023/04/26 by Lukas Hoyer, Dengxin Dai, Hoyer, Lukas +3 · 5 citations
   Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
6. MICDrop: Masking Image and Depth Features via Complementary Dropout for Domain-Adaptive Semantic Segmentation
   2024/08/29 by Linyan Yang, Yang, Linyan, Lukas Hoyer +15 · 5 citations
   Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Industrial Vision Systems and Defect Detection
7. Three Ways to Improve Semantic Segmentation with Self-Supervised Depth\n Estimation
   2020/12/19 by Lukas Hoyer, Dengxin Dai, Hoyer, Lukas +9 · 2 citations
   Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Infrastructure Maintenance and Monitoring
8. Improving Semi-Supervised and Domain-Adaptive Semantic Segmentation with Self-Supervised Depth Estimation
   2021/08/28 by Lukas Hoyer, Dengxin Dai, Hoyer, Lukas +7 · 2 citations
   Computer Science · Engineering · #Advanced Vision and Imaging #Domain Adaptation and Few-Shot Learning #Image Processing Techniques and Applications