Xiwen Chen

Orcid: 0000-0002-8006-4383

According to our database¹, Xiwen Chen authored at least 43 papers between 2019 and 2024.

Collaborative distances:

Dijkstra number² of five.
Erdős number³ of three.

Timeline

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On csauthors.net:

Bibliography

2024

Knowledge distillation under ideal joint classifier assumption.

[BibT_eX]

[DOI]

Neural Networks, 2024

CUNSB-RFIE: Context-aware Unpaired Neural Schrödinger Bridge in Retinal Fundus Image Enhancement.

[BibT_eX]

[DOI]

CoRR, 2024

RBAD: A Dataset and Benchmark for Retinal Vessels Branching Angle Detection.

[BibT_eX]

[DOI]

CoRR, 2024

Motor Focus: Ego-Motion Prediction with All-Pixel Matching.

[BibT_eX]

[DOI]

CoRR, 2024

VisionGPT: LLM-Assisted Real-Time Anomaly Detection for Safe Visual Navigation.

[BibT_eX]

[DOI]

CoRR, 2024

Enhancing Digital Hologram Reconstruction Using Reverse-Attention Loss for Untrained Physics-Driven Deep Learning Models with Uncertain Distance.

[BibT_eX]

[DOI]

CoRR, 2024

FLAME Diffuser: Grounded Wildfire Image Synthesis using Mask Guided Diffusion.

[BibT_eX]

[DOI]

Hao Wang

Sayed Pedram Haeri Boroujeni

CoRR, 2024

SelfReg-UNet: Self-Regularized UNet for Medical Image Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

TimeMIL: Advancing Multivariate Time Series Classification via a Time-aware Multiple Instance Learning.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

DGR-MIL: Exploring Diverse Global Representation in Multiple Instance Learning for Whole Slide Image Classification.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024, 2024

FedMIL: Federated-Multiple Instance Learning for Video Analysis with Optimized DPP Scheduling.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Distributed Computing in Smart Systems and the Internet of Things, 2024

nnMobileNet: Rethinking CNN for Retinopathy Research.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Imaging Signal Recovery Using Neural Network Priors Under Uncertain Forward Model Parameters.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Few-shot link prediction with meta-learning for temporal knowledge graphs.

[BibT_eX]

[DOI]

J. Comput. Des. Eng., March, 2023

Quantification of cardiac capillarization in single-immunostained myocardial slices using weakly supervised instance segmentation.

[BibT_eX]

[DOI]

CoRR, 2023

MTS-LOF: Medical Time-Series Representation Learning via Occlusion-Invariant Features.

[BibT_eX]

[DOI]

Huayu Li

Ana S. Carreon-Rascon

Xiwen Chen

Geng Yuan

Ao Li

CoRR, 2023

Energy Optimization for HVAC Systems in Multi-VAV Open Offices: A Deep Reinforcement Learning Approach.

[BibT_eX]

[DOI]

CoRR, 2023

Learning on Bandwidth Constrained Multi-Source Data with MIMO-inspired DPP MAP Inference.

[BibT_eX]

[DOI]

CoRR, 2023

Knowledge Distillation Under Ideal Joint Classifier Assumption.

[BibT_eX]

[DOI]

CoRR, 2023

RD-DPP: Rate-Distortion Theory Meets Determinantal Point Process to Diversify Learning Data Samples.

[BibT_eX]

[DOI]

CoRR, 2023

Network-Level Safety Metrics for Overall Traffic Safety Assessment: A Case Study.

[BibT_eX]

[DOI]

IEEE Access, 2023

Beyond MobileNet: An Improved MobileNet for Retinal Diseases.

[BibT_eX]

[DOI]

Proceedings of the Myopic Maculopathy Analysis, 2023

Prediction of Spherical Equivalent with Vanilla ResNet.

[BibT_eX]

[DOI]

Proceedings of the Myopic Maculopathy Analysis, 2023

Diversity Maximized Scheduling in RoadSide Units for Traffic Monitoring Applications.

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[DOI]

Proceedings of the 48th IEEE Conference on Local Computer Networks, 2023

2022

A stroke image recognition model based on 3D residual network and attention mechanism.

[BibT_eX]

[DOI]

J. Intell. Fuzzy Syst., 2022

DH-GAN: A Physics-driven Untrained Generative Adversarial Network for 3D Microscopic Imaging using Digital Holography.

[BibT_eX]

[DOI]

CoRR, 2022

Deep Learning Serves Traffic Safety Analysis: A Forward-looking Review.

[BibT_eX]

[DOI]

CoRR, 2022

Network-level Safety Metrics for Overall Traffic Safety Assessment: A Case Study.

[BibT_eX]

[DOI]

CoRR, 2022

Wildland Fire Detection and Monitoring Using a Drone-Collected RGB/IR Image Dataset.

[BibT_eX]

[DOI]

IEEE Access, 2022

Nano-Resolution Visual Identifiers Enable Secure Monitoring in Next-Generation Cyber-Physical Systems.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computational Science and Computational Intelligence, 2022

Fast Key Points Detection and Matching for Tree-Structured Images.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computational Science and Computational Intelligence, 2022

2021

Towards Boosting Channel Attention for Real Image Denoising: Sub-band Pyramid Attention.

[BibT_eX]

[DOI]

Proceedings of the Image and Graphics - 11th International Conference, 2021

Boosting Belief Propagation for LDPC Codes with Deep Convolutional Neural Network Predictors.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE Annual Consumer Communications & Networking Conference, 2021

2020

Towards Boosting the Channel Attention in Real Image Denoising : Sub-band Pyramid Attention.

[BibT_eX]

[DOI]

CoRR, 2020

MICK: A Meta-Learning Framework for Few-shot Relation Classification with Little Training Data.

[BibT_eX]

[DOI]

Xiaoqing Geng

Xiwen Chen

Kenny Q. Zhu

CoRR, 2020

Deep DIH : Statistically Inferred Reconstruction of Digital In-Line Holography by Deep Learning.

[BibT_eX]

[DOI]

CoRR, 2020

ST<sup>2</sup>: Small-data Text Style Transfer via Multi-task Meta-Learning.

[BibT_eX]

[DOI]

Xiwen Chen

Kenny Q. Zhu

CoRR, 2020

Deep DIH: Single-Shot Digital In-Line Holography Reconstruction by Deep Learning.

[BibT_eX]

[DOI]

IEEE Access, 2020

Glove detection system based on VGG-16 network.

[BibT_eX]

[DOI]

Proceedings of the 13th International Symposium on Computational Intelligence and Design, 2020

Ultra-wideband Fingerprinting Positioning Based on Convolutional Neural Network.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computer, 2020

MICK: A Meta-Learning Framework for Few-shot Relation Classification with Small Training Data.

[BibT_eX]

[DOI]

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Safety Helmet Detection Algorithm based on Color and HOG Features.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Cognitive Informatics & Cognitive Computing, 2020

2019

Aligning Sentences Between Comparable Texts of Different Styles.

[BibT_eX]

[DOI]

Xiwen Chen

Mengxue Zhang

Kenny Qili Zhu

Proceedings of the Semantic Technology - 9th Joint International Conference, 2019

Xiwen Chen

Timeline

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