Reiß, Simon
- Delivering Arbitrary-Modal Semantic Segmentation
2023/03/02 by Jiaming Zhang, Zhang, Jiaming, Ruiping Liu +15 · 19 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
- Accurate Fine-Grained Segmentation of Human Anatomy in Radiographs via Volumetric Pseudo-Labeling
2023/06/01 by Constantin Seibold, Seibold, Constantin, Alexander Jaus +14 · 5 citations
Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #I.4.6 #I.4.7 #I.4.8 #Image and Video Processing (eess.IV) #Lung Cancer Diagnosis and Treatment #Machine Learning (cs.LG) #Medical Imaging Techniques and Applications #electronic engineering #information engineering
- Bending Reality: Distortion-aware Transformers for Adapting to Panoramic Semantic Segmentation
2022/03/02 by Jiaming Zhang, Zhang, Jiaming, Kailun Yang +9 · 4 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Robotics (cs.RO) #electronic engineering #information engineering
- Behind Every Domain There is a Shift: Adapting Distortion-aware Vision Transformers for Panoramic Semantic Segmentation
2022/07/25 by Zhang, Jiaming, Yang, Kailun, Shi, Hao +7 · 5 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Robotics (cs.RO) #electronic engineering #information engineering
- Capturing Omni-Range Context for Omnidirectional Segmentation
2021/03/09 by Kailun Yang, Jiaming Zhang, Yang, Kailun +7 · 3 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Enhancement Techniques #Image and Video Processing (eess.IV) #Robotics (cs.RO) #Video Surveillance and Tracking Methods #electronic engineering #information engineering
- 360BEV: Panoramic Semantic Mapping for Indoor Bird's-Eye View
2023/03/21 by Zhifeng Teng, Jiaming Zhang, Teng, Zhifeng +13 · 3 citations
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Robotics and Sensor-Based Localization #Video Surveillance and Tracking Methods
- Detailed Annotations of Chest X-Rays via CT Projection for Report Understanding
2022/10/07 by Constantin Seibold, Seibold, Constantin, Simon Reiß +17 · 3 citations
Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.4.6 #I.4.8 #I.4.9 #Multimodal Machine Learning Applications #Radiomics and Machine Learning in Medical Imaging #Topic Modeling
- Anatomy-guided Pathology Segmentation
2024/07/08 by Jaus, Alexander, Seibold, Constantin, Reiß, Simon +7 · 5 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Let's Play for Action: Recognizing Activities of Daily Living by\n Learning from Life Simulation Video Games
2021/07/12 by Alina Roitberg, Roitberg, Alina, David Schneider +9 · 2 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimedia (cs.MM) #Robotics (cs.RO) #Technology Use by Older Adults
- SciEx: Benchmarking Large Language Models on Scientific Exams with Human Expert Grading and Automatic Grading
2024/06/14 by Tu Anh Dinh, Carlos Mullov, Dinh, Tu Anh +32 · 3 citations
Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7
- Mirror U-Net: Marrying Multimodal Fission with Multi-task Learning for Semantic Segmentation in Medical Imaging
2023/03/13 by Zdravko Marinov, Simon Reiß, Marinov, Zdravko +7 · 1 citation
Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Imaging Techniques and Applications #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- Every Component Counts: Rethinking the Measure of Success for Medical Semantic Segmentation in Multi-Instance Segmentation Tasks
2024/10/24 by Jaus, Alexander, Seibold, Constantin, Reiß, Simon +6 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences