Disentangling latent space of variational autoencoder with distribution dependent guarantees for out-of-distribution detection and reasoning

• المؤلف الرئيسي: Rahiminasab Zahra Reza (Zahra Rahiminasab)
• مؤلفون آخرون: Arvind Easwaran
• التنسيق: Thesis-Doctor of Philosophy
• اللغة: English
• منشور في: Nanyang Technological University 2024
• الموضوعات: Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision; Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/172959

Cyber-physical systems (CPS) have diverse applications, especially in a safety-critical setting, such as autonomous cars (AV). In safety-critical systems, any mistake can lead to non-compensable results, such as losing individuals. Therefore, ensuring the safety of such systems is vital. Many saf...