Marimont, Sergio Naval

1. Anomaly detection through latent space restoration using\n vector-quantized variational autoencoders
   2020/12/12 by Sergio Naval Marimont, Giacomo Tarroni, Marimont, Sergio Naval +1 · 5 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Anomaly Detection Techniques and Applications #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
2. Ensembled Cold-Diffusion Restorations for Unsupervised Anomaly Detection
   2024/07/09 by Sergio Naval Marimont, Vasilis Siomos, Marimont, Sergio Naval +9 · 5 citations
   Computer Science · #Anomaly Detection Techniques and Applications
3. DISYRE: Diffusion-Inspired SYnthetic REstoration for Unsupervised Anomaly Detection
   2023/11/26 by Sergio Naval Marimont, Marimont, Sergio Naval, Matthew Baugh +9 · 2 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning in Healthcare #electronic engineering #information engineering
4. Implicit field learning for unsupervised anomaly detection in medical images
   2021/06/09 by Marimont, Sergio Naval, Tarroni, Giacomo · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
5. Implicit U-Net for volumetric medical image segmentation
   2022/06/30 by Marimont, Sergio Naval, Tarroni, Giacomo · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering