Aggelos K. Katsaggelos
- Efficient Video Object Segmentation via Network Modulation
2018/02/04 by Linjie Yang, Yang, Linjie, Yanran Wang +6 · 9 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Visual Attention and Saliency Detection
- Advancing Glitch Classification in Gravity Spy: Multi-view Fusion with Attention-based Machine Learning for Advanced LIGO's Fourth Observing Run
2024/01/23 by Yunan Wu, M. Zevin, Wu, Yunan +22 · 1 voice · 4 citations
Earth and Planetary Sciences · Engineering · Physics and Astronomy · #Astronomical Observations and Instrumentation #FOS: Electrical engineering #FOS: Physical sciences #General Relativity and Quantum Cosmology (gr-qc) #Geophysics and Gravity Measurements #Image and Video Processing (eess.IV) #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Pulsars and Gravitational Waves Research #astro-ph.IM #eess.IV #electronic engineering #gr-qc #information engineering
- POSYDON Data Release 2
2024/11/04 by Jeff J. Andrews, Andrews, Jeff J., Simone S. Bavera +45 · 6 citations
Physics and Astronomy · #Advanced Chemical Physics Studies #Astrophysics of Galaxies (astro-ph.GA) #FOS: Physical sciences #Solar and Stellar Astrophysics (astro-ph.SR) #Theoretical and Computational Physics
- Deep Multi-view Models for Glitch Classification
2017/04/28 by Sara Bahaadini, Neda Rohani, Bahaadini, Sara +9 · 1 citation
Physics and Astronomy · Computer Science · Earth and Planetary Sciences · #Pulsars and Gravitational Waves Research #Seismology and Earthquake Studies #Meteorological Phenomena and Simulations
- Visual Explanations for Convolutional Neural Networks via Latent Traversal of Generative Adversarial Networks
2021/10/29 by Amil Dravid, Aggelos K. Katsaggelos, Dravid, Amil +1 · 1 citation
Computer Science · Medicine · #Generative Adversarial Networks and Image Synthesis #COVID-19 diagnosis using AI #Explainable Artificial Intelligence (XAI)
- Compressive Ptychography using Deep Image and Generative Priors
2022/05/05 by Semih Barutcu, Doğa Gürsoy, Barutcu, Semih +3 · 1 citation
Computer Science · Physics and Astronomy · #Advanced X-ray Imaging Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Holography and Microscopy #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Optical measurement and interference techniques #Signal Processing (eess.SP) #electronic engineering #information engineering
- medXGAN: Visual Explanations for Medical Classifiers through a Generative Latent Space
2022/04/11 by Amil Dravid, Florian Schiffers, Dravid, Amil +5 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #I.2.10 #I.4.5 #I.4.9 #I.5.1 #I.5.4 #Machine Learning in Healthcare
- BKinD-3D: Self-Supervised 3D Keypoint Discovery from Multi-View Videos
2022/12/14 by Jennifer J. Sun, Pierre Karashchuk, Sun, Jennifer J. +21 · 1 citation
Computer Science · Engineering · #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Human Pose and Action Recognition
- StenUNet: Automatic Stenosis Detection from X-ray Coronary Angiography
2023/10/23 by Hui Lin, Tom Liu, Lin, Hui +5 · 1 citation
Medicine · #Cardiac Imaging and Diagnostics #Cardiac Valve Diseases and Treatments #Computer Vision and Pattern Recognition (cs.CV) #Coronary Interventions and Diagnostics #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- Precise Image-level Localization of Intracranial Hemorrhage on Head CT Scans with Deep Learning Models Trained on Study-level Labels
2024/08/28 by Yunan Wu, Michael Iorga, Suvarna Badhe +15 · 1 voice · 1 citation
Medicine · Neuroscience · Computer Science · #Radiomics and Machine Learning in Medical Imaging #Brain Tumor Detection and Classification #Medical Image Segmentation Techniques
- Advancing Limited-Angle CT Reconstruction Through Diffusion-Based Sinogram Completion
2025/05/26 by Jiaqi Guo, Guo, Jiaqi, Santiago López-Tapia +3 · 2 citations
Medicine · Engineering · #Medical Imaging Techniques and Applications #Advanced X-ray and CT Imaging #Radiomics and Machine Learning in Medical Imaging