Meta-Learning Transferable Active Learning Policies by Deep Reinforcement Learning

Kunkun Pang, Mingzhi Dong, Yang Wu, +1

arXiv (Cornell University)

Artificial IntelligenceNatural Language ProcessingStructured PredictionMeta-learning (Computer Science)Engineering +12

Spectral Nonlocal Restoration of Hyperspectral Images With Low-Rank Property

Rui Zhu, Mingzhi Dong, Jing‐Hao Xue

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

EngineeringMultispectral ImagingPepper Impulse NoisesImage AnalysisPattern Recognition +14

A high-performance training-free approach for hand gesture recognition with accelerometer

Liang Yin, Mingzhi Dong, Ying Duan, +3

Multimedia Tools and Applications

Image AnalysisKinesiologyMachine LearningAssistive TechnologyPattern Recognition +11

Physics-informed surrogate modeling for hydro-fracture geometry prediction based on deep learning

Yutian Lu, Bo Wang, Yingying Zhao, +7

Energy

Geometric LearningPhysics-informed Surrogate ModelingFracture OptimizationMachine LearningData Science +7

Learning Local Metrics and Influential Regions for Classification

Mingzhi Dong, Yujiang Wang, Xiaochen Yang, +1

IEEE Transactions on Pattern Analysis and Machine Intelligence

EngineeringMachine LearningMetric SpaceLocal MetricsClassification Method +16

The influence of luminance, observation duration and procedure on the recognition of pedestrians’ faces

Mingzhi Dong, Steve Fotios, Yandan Lin

Lighting Research & Technology

EngineeringBiometricsSocial SciencesPsychologyFace Detection +17

Data-augmented matched subspace detector for hyperspectral subpixel target detection

Xiaochen Yang, Mingzhi Dong, Ziyu Wang, +3

Pattern Recognition

Image AnalysisMachine VisionSubspace DetectorEngineeringPattern Recognition +6

Do Smart Glasses Dream of Sentimental Visions?

Yingying Zhao, Yuhu Chang, Yutian Lu, +8

Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies

Floorplanning with graph attention

Yiting Liu, Ziyi Ju, Zhengming Li, +6

Proceedings of the 59th ACM/IEEE Design Automation Conference

EngineeringElectronic Design AutomationAdvanced ComputingPlacement RuntimeComputer Architecture +20

GraphPlanner: Floorplanning with Graph Neural Network

Yiting Liu, Ziyi Ju, Zhengming Li, +6

ACM Transactions on Design Automation of Electronic Systems

Cluster ComputingGeometric LearningEngineeringMachine LearningComputer Architecture +15