Enhancing Visual Inspection Capability of Multi-Modal Large Language Models on Medical Time Series with Supportive Conformalized and Interpretable Small Specialized Models.

[BibT_eX]

[DOI]

Huayu Li

Xiwen Chen

Ci Zhang

Stuart F. Quan

William D. S. Killgore

CoRR, January, 2025

Continuous Theta Burst Stimulation over Right Temporoparietal Junction Reduces Prosocial Intertemporal Choice in Small but Not Large Monetary Amounts.

[BibT_eX]

[DOI]

J. Cogn. Neurosci., 2025

Anomaly detection based on improved k-nearest neighbor rough sets.

[BibT_eX]

[DOI]

Xiwen Chen

Zhong Yuan

Shan Feng

Int. J. Approx. Reason., 2025

Diffusion Prism: Enhancing Diversity and Morphology Consistency in Mask-to-Image Diffusion.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

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

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

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

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

How Effective Can Dropout Be in Multiple Instance Learning ?

[BibT_eX]

[DOI]

Proceedings of the Forty-second International Conference on Machine Learning, 2025

FIC-TSC: Learning Time Series Classification with Fisher Information Constraint.

[BibT_eX]

[DOI]

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Cracking Instance Jigsaw Puzzles: An Alternative to Multiple Instance Learning for Whole Slide Image Analysis.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

Multimodal Variational Autoencoder: A Barycentric View.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

Sequence Complementor: Complementing Transformers for Time Series Forecasting with Learnable Sequences.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Knowledge distillation under ideal joint classifier assumption.

[BibT_eX]

[DOI]

Neural Networks, 2024

Brain Stimulation of Dorsolateral Prefrontal Cortices Influences Impulsivity in Delay Discounting Choices.

[BibT_eX]

[DOI]

J. Cogn. Neurosci., 2024

Enhancing Graph Neural Networks in Large-scale Traffic Incident Analysis with Concurrency Hypothesis.

[BibT_eX]

[DOI]

Xiwen Chen

Sayed Pedram Haeri Boroujeni

Xin Shu

Huayu Li

Abolfazl Razi

CoRR, 2024

STA-Unet: Rethink the semantic redundant for Medical Imaging Segmentation.

[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

Many-MobileNet: Multi-model Augmentation for Robust Retinal Disease Classification.

[BibT_eX]

[DOI]

Proceedings of the Ultra-Widefield Fundus Imaging for Diabetic Retinopathy, 2024

DME-MobileNet: Fine-Tuning nnMobileNet for Diabetic Macular Edema Classification.

[BibT_eX]

[DOI]

Proceedings of the Ultra-Widefield Fundus Imaging for Diabetic Retinopathy, 2024

Foreign Object Detection Method in Transmission Lines Based on Improved YOLOv8n.

[BibT_eX]

[DOI]

Proceedings of the 2024 10th International Symposium on System Security, 2024

An Electric Grid Sign Detection Method Based on the Improved YOLOv8n.

[BibT_eX]

[DOI]

Proceedings of the 2024 10th International Symposium on System Security, 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

Enhancing Graph Neural Networks in Large-scale Traffic Incident Analysis with Concurrency Hypothesis.

[BibT_eX]

[DOI]

Xiwen Chen

Sayed Pedram Haeri Boroujeni

Xin Shu

Huayu Li

Abolfazl Razi

Proceedings of the 32nd ACM International Conference on Advances in Geographic Information Systems, 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

Motor Focus: Fast Ego-Motion Prediction for Assistive Visual Navigation.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Body Sensor Networks, 2024

FLAME Diffuser: Wildfire Image Synthesis using Mask Guided Diffusion.

[BibT_eX]

[DOI]

Hao Wang

Sayed Pedram Haeri Boroujeni

Proceedings of the IEEE International Conference on Big Data, 2024

Geographical Information Alignment Boosts Traffic Analysis via Transpose Cross-attention.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2024

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

[BibT_eX]

[DOI]

Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 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

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.

[BibT_eX]

[DOI]

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

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

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

Wildland Fire Detection and Monitoring using a Drone-collected RGB/IR Image Dataset.

[BibT_eX]

[DOI]

Proceedings of the 51st IEEE Applied Imagery Pattern Recognition Workshop, 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

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