Stegmaier, Johannes
- Medical Diffusion: Denoising Diffusion Probabilistic Models for 3D Medical Image Generation
2022/11/07 by Firas Khader, Khader, Firas, Gustav Mueller-Franzes +27 · 5 citations
Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- Learnable Sparsity for Vision Generative Models
2024/12/03 by Yang Zhang, Er Jin, Zhang, Yang +12 · 7 citations
Decision Sciences · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Simulation Techniques and Applications
- LogicAD: Explainable Anomaly Detection via VLM-based Text Feature Extraction
2025/01/03 by Jin, Er, Feng, Qihui, Mou, Yongli +4 · 7 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Robust 3D Cell Segmentation: Extending the View of Cellpose
2021/05/03 by Dennis Eschweiler, Richard S. Smith, Eschweiler, Dennis +3 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Processing Techniques and Applications #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #electronic engineering #information engineering
- CNN-based Preprocessing to Optimize Watershed-based Cell Segmentation in\n 3D Confocal Microscopy Images
2018/10/16 by Dennis Eschweiler, Eschweiler, Dennis, Thiago V. Spina +9 · 1 citation
Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · Environmental Science · #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Remote Sensing and LiDAR Applications #Smart Agriculture and AI
- Retinal OCT Synthesis with Denoising Diffusion Probabilistic Models for Layer Segmentation
2023/11/09 by Yuli Wu, Wu, Yuli, Weidong He +13 · 1 citation
Biochemistry, Genetics and Molecular Biology · Engineering · Medicine · #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Image and Video Processing (eess.IV) #Medical Physics (physics.med-ph) #Optical Coherence Tomography Applications #Retinal Imaging and Analysis #electronic engineering #information engineering
- Segment Anything for Cell Tracking
2025/09/12 by Zhu Chen, Chen, Zhu, Mert Edgü +5 · 1 citation
Biochemistry, Genetics and Molecular Biology · #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- A Pragmatic Note on Evaluating Generative Models with Fréchet Inception Distance for Retinal Image Synthesis
2025/02/24 by Wu, Yuli, Liu, Fucheng, Yilmaz, Rüveyda +3 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Minimalist Concept Erasure in Generative Models
2025/07/16 by Zhang, Yang, Jin, Er, Dong, Yanfei +5 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)