Giulia Fracastoro

ERC sectors

• Best Student Paper Award - IEEE ICIP conferred by IEEE International Conference on Image Processing (ICIP) (2015)
• Best Paper Award conferred by Picture Coding Symposium (2016)
• Best Paper Award IEEE ICIP 2019 conferred by IEEE International Conference on Image Processing (ICIP) 2019, Italy (2019)
• Outstanding Editorial Board Member Award conferred by IEEE Transactions on Image Processing, United States (2024)

• IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS (2023-), Associate Editor of magazine or editorial series
• IEEE TRANSACTIONS ON IMAGE PROCESSING (2021-2024), Associate Editor of magazine or editorial series

• Collegio di Ingegneria Elettronica, delle Telecomunicazioni e Fisica. Componente
• Collegio di Ingegneria Informatica, del Cinema e Meccatronica. Componente

Master of Science

• Discrete Event Systems. A.A. 2025/26, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Titolare del corso
• Modelli e sistemi a eventi discreti. A.A. 2024/25, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Titolare del corso
• Modelli e sistemi a eventi discreti. A.A. 2022/23, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• Optimization for machine learning. A.A. 2022/23, INGEGNERIA BIOMEDICA. Titolare del corso
• Modelli e sistemi a eventi discreti. A.A. 2021/22, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• Modelli e sistemi a eventi discreti. A.A. 2020/21, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• Modelli e sistemi a eventi discreti. A.A. 2019/20, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• Analisi tempo-frequenza e multiscala. A.A. 2019/20, INGEGNERIA MATEMATICA. Collaboratore del corso

Bachelor of Science

• Controlli automatici. A.A. 2025/26, INGEGNERIA ELETTRONICA. Titolare del corso
• Controlli automatici. A.A. 2024/25, INGEGNERIA ELETTRONICA. Collaboratore del corso
• Automatic control. A.A. 2022/23, INGEGNERIA DELL'AUTOVEICOLO. Collaboratore del corso
• Automatic control. A.A. 2020/21, INGEGNERIA DELL'AUTOVEICOLO. Collaboratore del corso

• Automatica (DET)

• Luca Savant Aira. Programme in Ingegneria Elettrica, Elettronica E Delle Comunicazioni (38^th cycle, 2022-in progress)
  Research subject: Multi-image restoration exploiting neural implicit world models
  
  Big Data, Machine Learning, Neural Networks and Data Science
  Multimedia Signal Processing
  Big Data, Machine Learning, Neural Networks and Data Science
  Multimedia Signal Processing
  Big Data, Machine Learning, Neural Networks and Data Science
  Multimedia Signal Processing

• Zino, Lorenzo; Proskurnikov, Anton V.; Fracastoro, Giulia; Calafiore, Giuseppe Carlo (2025)
  Structure and Shock Resistance in Financial Networks: A Numerical Study. In: 13 th International Conference on Complex Networks & Their Applications, Istanbul (Tur), 10-12 Dicembre 2024, pp. 103-114. ISSN 1860-949X. ISBN: 9783031824302
  Contributo in Atti di Convegno (Proceeding)
• Fracastoro, Giulia; Fosson, Sophie M.; Migliorati, Andrea; Calafiore, Giuseppe C. (2025)
  Playing the Lottery With Concave Regularizers for Sparse Trainable Neural Networks. In: IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, pp. 1-11. ISSN 2162-237X
  Contributo su Rivista
• Aira, Luca Savant; Valsesia, Diego; Molini, Andrea Bordone; Fracastoro, Giulia; Magli, ... (2024)
  Deep 3D World Models for Multi-Image Super-Resolution Beyond Optical Flow. In: IEEE ACCESS, vol. 12, pp. 188902-188913. ISSN 2169-3536
  Contributo su Rivista
• Dordoni, Luca; Migliorati, Andrea; Fracastoro, Giulia; Fosson, Sophie; Bianchi, Tiziano; ... (2024)
  Sparsification of Deep Neural Networks via Ternary Quantization. In: 34th IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2024, London (UK), 2024, pp. 1-6. ISSN 2161-0371. ISBN: 9798350372250
  Contributo in Atti di Convegno (Proceeding)
• Pistilli, F.; Valsesia, D.; Fracastoro, G.; Magli, E. (2022)
  Point cloud attribute compression with neural implicit representations. In: 2022 ESA International Workshop on On-Board Data Compression, Athens (Gre), 28-30 September 2022
  Contributo in Atti di Convegno (Proceeding)

• Methods and apparatuses for enconding and decoding digital images or video streams. national Patent
  Inventors: Giulia Fracastoro
• Methods and apparatuses for encoding and decoding digital images or video streams. national and international Patent
  Inventors: Giulia Fracastoro Enrico Magli
• Methods and apparatuses for encoding and decoding digital images through superpixels. national and international Patent
  Inventors: Giulia Fracastoro Enrico Magli
• Apparatuses and methods for encoding and decoding images. national and international Patent
  Inventors: Giulia Fracastoro Enrico Magli