Chieh-Hsin Lai
Sony Computer Science Laboratories(JP)
Publications by Year
Research Areas
Generative Adversarial Networks and Image Synthesis, Music and Audio Processing, Domain Adaptation and Few-Shot Learning, Speech and Audio Processing, AI in cancer detection
Most-Cited Works
- → Robust Subspace Recovery Layer for Unsupervised Anomaly Detection(2019)28 cited
- → The Sound Demixing Challenge 2023 – Music Demixing Track(2024)21 cited
- → Preventing oversmoothing in VAE via generalized variance parameterization(2022)19 cited
- → Consistency Trajectory Models: Learning Probability Flow ODE Trajectory of Diffusion(2023)15 cited
- → SQ-VAE: Variational Bayes on Discrete Representation with Self-annealed Stochastic Quantization(2022)13 cited
- → Inverse Problems, Deep Learning, and Symmetry Breaking(2020)11 cited
- → Unsupervised Vocal Dereverberation with Diffusion-Based Generative Models(2023)11 cited
- → A Survey on Diffusion Models for Inverse Problems(2024)8 cited
- → GibbsDDRM: A Partially Collapsed Gibbs Sampler for Solving Blind Inverse Problems with Denoising Diffusion Restoration(2023)7 cited
- Unlocking Inverse Problems Using Deep Learning: Breaking Symmetries in Phase Retrieval(2020)