Jiayu Huang | Hao Yan

Bayesian Entropy Neural Networks for physics-aware prediction

Thu, 01 Jan 2026 00:00:00 +0000

Jiayu Huang

Thu, 01 Jan 2026 00:00:00 +0000

Research Interest

Develop knowledge-infused learning, deep learning, Bayesian learning models for classification, segmentation on image and signal data for anomaly detection, prediction on signal data, time series, etc.

Multi-modal Generative Modeling of Event Sequences and Time Series for Solar PV Systems

Wed, 01 Jan 2025 00:00:00 +0000

Image-based novel fault detection with deep learning classifiers using hierarchical labels

Mon, 01 Jan 2024 00:00:00 +0000

Uncertainty-based active learning by bayesian U-Net for multi-label cone-beam CT segmentation

Mon, 01 Jan 2024 00:00:00 +0000

Posterior Regularized Bayesian Neural Network incorporating soft and hard knowledge constraints

Sun, 01 Jan 2023 00:00:00 +0000

Combining Anatomical Constraints and Deep Learning for 3-D CBCT Dental Image Multi-Label Segmentation

Mon, 19 Apr 2021 00:00:00 +0000

Edge Computing Accelerated Defect Classification Based on Deep Convolutional Neural Network With Application in Rolling Image Inspection

Fri, 01 Jan 2021 00:00:00 +0000