25 citations · 25 across the 1 of their papers we have counts for
3 papers
cs.LG2019★ 25 cited
Image-Conditioned Graph Generation for Road Network Extraction
Davide Belli, Thomas Kipf
Deep generative models for graphs have shown great promise in the area of drug design, but have so far found little application beyond generating graph-structured molecules. In thi…
cs.CV2018
Context Encoding Chest X-rays
Davide Belli, Shi Hu, Ecem Sogancioglu +1
Chest X-rays are one of the most commonly used technologies for medical diagnosis. Many deep learning models have been proposed to improve and automate the abnormality detection ta…
cs.GR2018
Chest X-ray Inpainting with Deep Generative Models
Ecem Sogancioglu, Shi Hu, Davide Belli +1
Generative adversarial networks have been successfully applied to inpainting in natural images. However, the current state-of-the-art models have not yet been widely adopted in the…