Concepedia

Chieh-Hsin Lai

CL

7

Publications

116

Citations

7

H-Index

2019

Active since

Affiliations

University of Minnesota System(Current)

Chieh-Hsin Lai is an author at University of Minnesota System specializing in data science, computer science, and machine learning.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningDeep LearningComputer VisionInverse ProblemsData MiningImage AnalysisMachine Vision

Publications per year

2019–2024

7

Publications

7

Robust Subspace Recovery Layer for Unsupervised Anomaly Detection

Chieh-Hsin Lai, Dongmian Zou, Gilad Lerman · arXiv (Cornell University) · 2019 · 28 citations · Full text

Anomaly Detection, Machine Learning, Engineering +16

The Sound Demixing Challenge 2023 – Music Demixing Track

Giorgio Fabbro, Stefan Uhlich, Chieh-Hsin Lai et al. · Transactions of the International Society for Music Information Retrieval · 2024 · 21 citations · Full text

Preventing oversmoothing in VAE via generalized variance parameterization

Yuhta Takida, Wei‐Hsiang Liao, Chieh-Hsin Lai et al. · Neurocomputing · 2022 · 17 citations · Full text

Consistency Trajectory Models: Learning Probability Flow ODE Trajectory of Diffusion

Dongjun Kim, Chieh-Hsin Lai, Wei‐Hsiang Liao et al. · arXiv (Cornell University) · 2023 · 15 citations · Full text

Engineering, Machine Learning, Consistency Trajectory Model +16

SQ-VAE: Variational Bayes on Discrete Representation with Self-annealed Stochastic Quantization

Yuhta Takida, Takashi Shibuya, WeiHsiang Liao et al. · arXiv (Cornell University) · 2022 · 13 citations · Full text

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