Vasileios Belagiannis
- AggNet: Deep Learning From Crowds for Mitosis Detection in Breast Cancer Histology Images
2016/02/12 by Shadi Albarqouni, Christoph Baur, Felix Achilles +3 · 12 citations
Computer Science · Medicine · #AI in cancer detection #COVID-19 diagnosis using AI #Mobile Crowdsensing and Crowdsourcing
- Residual Pattern Learning for Pixel-wise Out-of-Distribution Detection in Semantic Segmentation
2022/11/26 by Yuyuan Liu, Choubo Ding, Liu, Yuyuan +11 · 13 citations
Computer Science · Engineering · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Data-Driven Disease Surveillance #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Remote-Sensing Image Classification
- Perturbed and Strict Mean Teachers for Semi-supervised Semantic Segmentation
2021/11/25 by Yuyuan Liu, Yu Tian, Liu, Yuyuan +9 · 10 citations
Computer Science · Medicine · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI
- MotionMixer: MLP-based 3D Human Body Pose Forecasting
2022/07/01 by Arij Bouazizi, Bouazizi, Arij, Adrian Holzbock +7 · 6 citations
Computer Science · Engineering · Medicine · #Human Pose and Action Recognition #3D Shape Modeling and Analysis #Infrared Thermography in Medicine
- Translation Consistent Semi-supervised Segmentation for 3D Medical Images
2022/03/28 by Yuyuan Liu, Yu Tian, Liu, Yuyuan +11 · 4 citations
Computer Science · Engineering · Medicine · #Advanced Neural Network Applications #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging
- Lightweight Monocular Depth Estimation through Guided Decoding
2022/03/08 by M. Rudolph, Rudolph, Michael, Youssef Dawoud +7 · 3 citations
Computer Science · Engineering · #Advanced Vision and Imaging #Image Processing Techniques and Applications #Optical measurement and interference techniques
- ScanMix: Learning from Severe Label Noise via Semantic Clustering and Semi-Supervised Learning
2021/03/21 by Ragav Sachdeva, Filipe R. Cordeiro, Sachdeva, Ragav +7 · 2 citations
Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning and Data Classification
- Out-of-Distribution Detection for Monocular Depth Estimation
2023/08/11 by Julia Hornauer, Hornauer, Julia, Adrian Holzbock +3 · 3 citations
Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications
- Anomaly Detection in Multi-Agent Trajectories for Automated Driving
2021/10/15 by Julian Wiederer, Wiederer, Julian, Arij Bouazizi +7 · 2 citations
Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Network Security and Intrusion Detection #Robotics (cs.RO)
- Robust Optimization for Deep Regression
2015/05/25 by Vasileios Belagiannis, Christian Rupprecht, Belagiannis, Vasileios +5 · 1 citation
Computer Science · #Human Pose and Action Recognition #Advanced Neural Network Applications #Video Surveillance and Tracking Methods
- ParticleAugment: Sampling-Based Data Augmentation
2021/06/16 by Alexander Tsaregorodtsev, Tsaregorodtsev, Alexander, Vasileios Belagiannis +1 · 1 citation
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 #Machine Learning (cs.LG)