Invertible neural networks

• Κύριος συγγραφέας: Μπίφης, Αριστείδης
• Άλλοι συγγραφείς: Bifis, Aristeidis
• Γλώσσα: English
• Έκδοση: 2022
• Θέματα: Machine learning; Deep learning; Autoencoders; Invertible neural networks; Variational autoencoders; Moore–Penrose inverse; Μηχανική μάθηση; Βαθειά μάθηση; Αυτοκωδικοποιητές

In the present dissertation we are dealing with a small but quite important area. Our goal is to delve into the world of invertible neural networks. Invertible neural networks constitute a special class of networks that try to solve the problem of bijective function approximation, to learn the mappi...