Diana Kafkes

1. DeepAdversaries: Examining the Robustness of Deep Learning Models for Galaxy Morphology Classification
   2021/12/28 by Aleksandra Ćiprijanović, Diana Kafkes, Ćiprijanović, Aleksandra +15 · 2 citations
   Mathematics · #Advanced Statistical Methods and Models #Artificial Intelligence (cs.AI) #Astrophysics of Galaxies (astro-ph.GA) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG)
2. DeepGhostBusters: Using Mask R-CNN to Detect and Mask Ghosting and Scattered-Light Artifacts from Optical Survey Images
   2021/09/16 by Dimitrios Tanoglidis, Tanoglidis, Dimitrios, Aleksandra Ćiprijanović +16 · 2 citations
   Engineering · Environmental Science · #Astrophysics of Galaxies (astro-ph.GA) #CCD and CMOS Imaging Sensors #FOS: Physical sciences #Impact of Light on Environment and Health #Infrared Target Detection Methodologies #Instrumentation and Methods for Astrophysics (astro-ph.IM)
3. Domain adaptation techniques for improved cross-domain study of galaxy mergers
   2020/11/06 by Aleksandra Ćiprijanović, Diana Kafkes, Ćiprijanović, A. +13 · 1 citation
   Computer Science · Physics and Astronomy · #Advanced Image Processing Techniques #Artificial Intelligence (cs.AI) #Astrophysics of Galaxies (astro-ph.GA) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Physical sciences #Gamma-ray bursts and supernovae #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Machine Learning (cs.LG)