Yuan-Hao Wei

According to our database, Yuan-Hao Wei authored at least 10 papers between 2024 and 2026.

Collaborative distances:

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2026

StrTransformer: Source-Wise Structured Transformers for Unsupervised Blind Source Recovery.

Yuan-Hao Wei

CoRR, May, 2026

StrEBM: A Structured Latent Energy-Based Model for Blind Source Separation.

Yuan-Hao Wei

CoRR, April, 2026

StrADiff: A Structured Source-Wise Adaptive Diffusion Framework for Linear and Nonlinear Blind Source Separation.

Yuan-Hao Wei

CoRR, April, 2026

SAHMM-VAE: A Source-Wise Adaptive Hidden Markov Prior Variational Autoencoder for Unsupervised Blind Source Separation.

Yuan-Hao Wei

CoRR, March, 2026

PDGMM-VAE: A Variational Autoencoder with Adaptive Per-Dimension Gaussian Mixture Model Priors for Nonlinear ICA.

Yuan-Hao Wei, Yan-Jie Sun

CoRR, March, 2026

AR-Flow VAE: A Structured Autoregressive Flow Prior Variational Autoencoder for Unsupervised Blind Source Separation.

Yuan-Hao Wei, Fu-Hao Deng, Lin-Yong Cui, Yan-Jie Sun

CoRR, March, 2026

2025

Structured Kernel Regression VAE: A Computationally Efficient Surrogate for GP-VAEs in ICA.

Yuan-Hao Wei, Fu-Hao Deng, Lin-Yong Cui, Yan-Jie Sun

CoRR, August, 2025

Half-AVAE: Adversarial-Enhanced Factorized and Structured Encoder-Free VAE for Underdetermined Independent Component Analysis.

Yuan-Hao Wei, Yan-Jie Sun

CoRR, June, 2025

VAEs and GANs: Implicitly Approximating Complex Distributions with Simple Base Distributions and Deep Neural Networks - Principles, Necessity, and Limitations.

Yuan-Hao Wei

CoRR, March, 2025

2024

Half-VAE: An Encoder-Free VAE to Bypass Explicit Inverse Mapping.

Yuan-Hao Wei, Yan-Jie Sun, Chen Zhang

CoRR, 2024