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cs.SD2024
Characterizing Continual Learning Scenarios and Strategies for Audio Analysis
Ruchi Bhatt, Pratibha Kumari, Dwarikanath Mahapatra +2
Audio analysis is useful in many application scenarios. The state-of-the-art audio analysis approaches assume the data distribution at training and deployment time will be the same…
eess.IV2024★ 2 cited
Prompt-driven Latent Domain Generalization for Medical Image Classification
Siyuan Yan, Chi Liu, Zhen Yu +7
Deep learning models for medical image analysis easily suffer from distribution shifts caused by dataset artifacts bias, camera variations, differences in the imaging station, etc.…