Implicit neural representation for free-breathing MR fingerprinting (INR-MRF): co-registered 3D whole-liver water T1, water T2, proton density fat fraction, and R2* mapping.

[BibT_eX]

[DOI]

Chao Li

Jiahao Li

CoRR, 2024

Unique MS Lesion Identification from MRI.

[BibT_eX]

[DOI]

CoRR, 2024

STimage-1K4M: A histopathology image-gene expression dataset for spatial transcriptomics.

[BibT_eX]

[DOI]

CoRR, 2024

Towards an Accurate and Generalizable Multiple Sclerosis Lesion Segmentation Model Using Self-Ensembled Lesion Fusion.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Graph-based Dynamic Domain Selection for Dialogue State Tracking.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2024

2023

Thermoelectric Cooler Modeling and Optimization via Surrogate Modeling Using Implicit Physics-Constrained Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., November, 2023

Deep reinforcement learning-based edge computing offloading algorithm for software-defined IoT.

[BibT_eX]

[DOI]

Comput. Networks, November, 2023

A Parametric Study of MPSO-ANN Techniques in Gas-Bearing Distribution Prediction Using Multicomponent Seismic Data.

[BibT_eX]

[DOI]

Remote. Sens., August, 2023

Hot-Trim: Thermal and Reliability Management for Commercial Multicore Processors Considering Workload Dependent Hot Spots.

[BibT_eX]

[DOI]

Jinwei Zhang

Sheriff Sadiqbatcha

Sheldon X.-D. Tan

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., July, 2023

LARO: Learned acquisition and reconstruction optimization to accelerate quantitative susceptibility mapping.

[BibT_eX]

[DOI]

NeuroImage, March, 2023

Hot-spot aware thermoelectric array based cooling for multicore processors.

[BibT_eX]

[DOI]

Integr., March, 2023

Lightweight Scene Text Recognition Based on Transformer.

[BibT_eX]

[DOI]

Sensors, 2023

RimSet: Quantitatively Identifying and Characterizing Chronic Active Multiple Sclerosis Lesion on Quantitative Susceptibility Maps.

[BibT_eX]

[DOI]

CoRR, 2023

DAGrid: Directed Accumulator Grid.

[BibT_eX]

[DOI]

CoRR, 2023

Physics-based network fine-tuning for robust quantitative susceptibility mapping from high-pass filtered phase.

[BibT_eX]

[DOI]

CoRR, 2023

Long-Term Aging Impacts on Spatial On-Chip Power Density and Temperature.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Synthesis, 2023

DeDA: Deep Directed Accumulator.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Spatially Covariant Lesion Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Multivariate Time Series Anomaly Detection in a Regularization Perspective.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Computing and Artificial Intelligence, 2023

Real-time Thermal Map Estimation for AMD Multi-Core CPUs Using Transformer.

[BibT_eX]

[DOI]

Jincong Lu

Jinwei Zhang

Sheldon X.-D. Tan

Proceedings of the IEEE/ACM International Conference on Computer Aided Design, 2023

Learning Based Spatial Power Characterization and Full-Chip Power Estimation for Commercial TPUs.

[BibT_eX]

[DOI]

Proceedings of the 28th Asia and South Pacific Design Automation Conference, 2023

2022

Full-Chip Power Density and Thermal Map Characterization for Commercial Microprocessors Under Heat Sink Cooling.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

Real-Time Full-Chip Thermal Tracking: A Post-Silicon, Machine Learning Perspective.

[BibT_eX]

[DOI]

IEEE Trans. Computers, 2022

Risk Assessment and Mitigation in Local Path Planning for Autonomous Vehicles With LSTM Based Predictive Model.

[BibT_eX]

[DOI]

IEEE Trans Autom. Sci. Eng., 2022

Interaction-Aware Cut-In Trajectory Prediction and Risk Assessment in Mixed Traffic.

[BibT_eX]

[DOI]

IEEE CAA J. Autom. Sinica, 2022

2021

Post-Silicon Heat-Source Identification and Machine-Learning-Based Thermal Modeling Using Infrared Thermal Imaging.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2021

Motion Artifact Reduction in Quantitative Susceptibility Mapping using Deep Neural Network.

[BibT_eX]

[DOI]

CoRR, 2021

NeRD: Neural Representation of Distribution for Medical Image Segmentation.

[BibT_eX]

[DOI]

CoRR, 2021

Hybrid optimization between iterative and network fine-tuning reconstructions for fast quantitative susceptibility mapping.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging with Deep Learning, 7-9 July 2021, Lübeck, Germany., 2021

Temporal Feature Fusion with Sampling Pattern Optimization for Multi-echo Gradient Echo Acquisition and Image Reconstruction.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Geometric Loss For Deep Multiple Sclerosis Lesion Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Efficient Folded Attention for Medical Image Reconstruction and Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Fidelity imposed network edit (FINE) for solving ill-posed image reconstruction.

[BibT_eX]

[DOI]

NeuroImage, 2020

Efficient Folded Attention for 3D Medical Image Reconstruction and Segmentation.

[BibT_eX]

[DOI]

CoRR, 2020

Driving Conditions-Driven Energy Management for Hybrid Electric Vehicles: A Review.

[BibT_eX]

[DOI]

CoRR, 2020

Human-like Energy Management Based on Deep Reinforcement Learning and Historical Driving Experiences.

[BibT_eX]

[DOI]

CoRR, 2020

Reinforcement Learning-Enabled Decision-Making Strategies for a Vehicle-Cyber-Physical-System in Connected Environment.

[BibT_eX]

[DOI]

CoRR, 2020

EM-GAN: Fast Stress Analysis for Multi-Segment Interconnect Using Generative Adversarial Networks.

[BibT_eX]

[DOI]

CoRR, 2020

Deep Neural Network (DNN) for Water/Fat Separation: Supervised Training, Unsupervised Training, and No Training.

[BibT_eX]

[DOI]

CoRR, 2020

Transfer Deep Reinforcement Learning-Enabled Energy Management Strategy for Hybrid Tracked Vehicle.

[BibT_eX]

[DOI]

IEEE Access, 2020

HAT-DRL: Hotspot-Aware Task Mapping for Lifetime Improvement of Multicore System using Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the MLCAD '20: 2020 ACM/IEEE Workshop on Machine Learning for CAD, 2020

Bayesian Learning of Probabilistic Dipole Inversion for Quantitative Susceptibility Mapping.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Medical Imaging with Deep Learning, 2020

Extending LOUPE for K-Space Under-Sampling Pattern Optimization in Multi-coil MRI.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning for Medical Image Reconstruction, 2020

Full-Chip Thermal Map Estimation for Commercial Multi-Core CPUs with Generative Adversarial Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2020

Accurate Power Density Map Estimation for Commercial Multi-Core Microprocessors.

[BibT_eX]

[DOI]

Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020

Machine Learning Based Online Full-Chip Heatmap Estimation.

[BibT_eX]

[DOI]

Proceedings of the 25th Asia and South Pacific Design Automation Conference, 2020

2019

Distributed Reliable and Efficient Transmission Task Assignment for WSNs.

[BibT_eX]

[DOI]

Sensors, 2019

RSANet: Recurrent Slice-Wise Attention Network for Multiple Sclerosis Lesion Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

2018

Multiscale Fractures Characterization Based on Ant Colony Optimization and Two-Dimensional Variational Mode Decomposition.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

云量分割在空间目标观测中的研究 (Research of Cloud Segmentation in Space Target Observation).

[BibT_eX]

[DOI]

计算机科学, 2018

2017

Inverse Reinforce Learning with Nonparametric Behavior Clustering.

[BibT_eX]

[DOI]

Siddharthan Rajasekaran

Jinwei Zhang

Jie Fu

CoRR, 2017

Chlorophyll Fluorescence Measurement: A New Method to Test the Effect of Two Adjuvants on the Efficacy of Topramezone on Weeds.

[BibT_eX]

[DOI]

Proceedings of the Computer and Computing Technologies in Agriculture XI, 2017

2016

A Big Data Analysis Platform for Healthcare on Apache Spark.

[BibT_eX]

[DOI]

Proceedings of the Smart Health - International Conference, 2016

2009

A Dynamic Feature Selection Method for Vision Based Vehicle Recognition.

[BibT_eX]

[DOI]

Proceedings of the CSIE 2009, 2009 WRI World Congress on Computer Science and Information Engineering, March 31, 2009

Jinwei Zhang

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