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cs.LG2026
Marginal Matching Does Not License Factorized Sampling: Auditing Conditional Style Leakage in Factorized Generative Models
Duong Bach, Hai Nguyen Hong, Cuong Do
Factorized generative models commonly regularize a latent style variable z_s by matching its marginal distribution to a fixed Gaussian prior and interpret this as evidence that the…
cs.LG2024
Transfer Learning in ECG Diagnosis: Is It Effective?
Cuong V. Nguyen, Cuong D. Do
The adoption of deep learning in ECG diagnosis is often hindered by the scarcity of large, well-labeled datasets in real-world scenarios, leading to the use of transfer learning to…