no code implementations • 20 Feb 2024 • Jeng-Lin Li, Chih-Fan Hsu, Ming-Ching Chang, Wei-Chao Chen
In this review, we regroup domain shift and concept drift into a single research problem, namely the data change problem, with a systematic overview of state-of-the-art methods in the two research fields.
no code implementations • 16 Jan 2024 • Shang-Jui Kuo, Po-Han Huang, Chia-Ching Lin, Jeng-Lin Li, Ming-Ching Chang
Existing segmentation models relying on extensive annotations are impractical in real-world scenarios with limited annotated data.