Analytic learning in multi-modal continual test-time adaptation

• Main Author: Zhang, Yufei
• Other Authors: Lin Zhiping
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2025
• Subjects: Computer and Information Science; Test-time adaptation; Multi-modality; Continual learning
• Online Access: https://hdl.handle.net/10356/182182
• Institution: Nanyang Technological University

Test-Time Adaptation (TTA) aims to help pre-trained model bridge the gap between source and target datasets using only the pre-trained model and unlabelled test data. A key objective of TTA is to address domain shifts in test data caused by corruption, such as weather changes, noise, or sensor malfu...