Ruixuan Wang

Proceedings of the Pattern Recognition and Computer Vision - 5th Chinese Conference, 2022

Discriminative Distillation to Reduce Class Confusion in Continual Learning.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Computer Vision - 5th Chinese Conference, 2022

Task-Oriented Self-supervised Learning for Anomaly Detection in Electroencephalography.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Synthetic Minority with CutMix for Imbalanced Image Classification.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Systems and Applications, 2022

Improving Class Balancing at Both Feature Extractor and Classifier Head.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

Energy-Efficient Brain-Inspired Hyperdimensional Computing Using Voltage Scaling.

[BibT_eX]

[DOI]

Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022

PoisonHD: Poison Attack on Brain-Inspired Hyperdimensional Computing.

[BibT_eX]

[DOI]

Xun Jiao

Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022

ODHD: one-class brain-inspired hyperdimensional computing for outlier detection.

[BibT_eX]

[DOI]

Xun Jiao

X. Sharon Hu

Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022

Expert with Outlier Exposure for Continual Learning of New Diseases.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

Handcrafted and Neural Network Based Features for Outlier Modulation Detection.

[BibT_eX]

[DOI]

Proceedings of the 56th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2022, Pacific Grove, CA, USA, October 31, 2022

2021

Deep Learning Enables Accurate Diagnosis of Novel Coronavirus (COVID-19) With CT Images.

[BibT_eX]

[DOI]

IEEE ACM Trans. Comput. Biol. Bioinform., 2021

Understanding of Kernels in CNN Models by Suppressing Irrelevant Visual Features in Images.

[BibT_eX]

[DOI]

CoRR, 2021

Discriminative Distillation to Reduce Class Confusion in Continual Learning.

[BibT_eX]

[DOI]

CoRR, 2021

Preserving Earlier Knowledge in Continual Learning with the Help of All Previous Feature Extractors.

[BibT_eX]

[DOI]

CoRR, 2021

Brief Industry Paper: HDAD: Hyperdimensional Computing-based Anomaly Detection for Automotive Sensor Attacks.

[BibT_eX]

[DOI]

Proceedings of the 27th IEEE Real-Time and Embedded Technology and Applications Symposium, 2021

Data Augmentation in Logit Space for Medical Image Classification with Limited Training Data.

[BibT_eX]

[DOI]

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

Alleviating Data Imbalance Issue with Perturbed Input During Inference.

[BibT_eX]

[DOI]

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

Towards Unbiased Covid-19 Lesion Localisation And Segmentation Via Weakly Supervised Learning.

[BibT_eX]

[DOI]

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

Iterative Ensemble Transductive Learning for Microscopy Image Analysis.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computational Science and Computational Intelligence, 2021

Modality-shared MRI Image Translation Based on Conditional GAN.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

Assessing Robustness of Hyperdimensional Computing Against Errors in Associative Memory : (Invited Paper).

[BibT_eX]

[DOI]

Proceedings of the 32nd IEEE International Conference on Application-specific Systems, 2021

2020

Counterfeit Anomaly Using Generative Adversarial Network for Anomaly Detection.

[BibT_eX]

[DOI]

IEEE Access, 2020

Deep kNN for Medical Image Classification.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Abnormality Detection in Chest X-Ray Images Using Uncertainty Prediction Autoencoders.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Continual Learning of New Diseases with Dual Distillation and Ensemble Strategy.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Fusing Metadata and Dermoscopy Images for Skin Disease Diagnosis.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Class-Center Involved Triplet Loss for Skin Disease Classification on Imbalanced Data.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Cross-View Relation Networks for Mammogram Mass Detection.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Open Set Semantic Segmentation With Statistical Test And Adaptive Threshold.

[BibT_eX]

[DOI]

Zhiying Cui

Longshi Wu

Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

Anomaly Detection on Electroencephalography with Self-supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

2019

Ensemble Transductive Learning for Skin Lesion Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Computer Vision - Second Chinese Conference, 2019

CARE: Class Attention to Regions of Lesion for Classification on Imbalanced Data.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Medical Imaging with Deep Learning, 2019

Biomarker Localization by Combining CNN Classifier and Generative Adversarial Network.

[BibT_eX]

[DOI]

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

Improving Robustness of Medical Image Diagnosis with Denoising Convolutional Neural Networks.

[BibT_eX]

[DOI]

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

Retinal Artery/Vein Classification via Rotation Augmentation and Deeply Supervised U-net Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 4th International Conference on Biomedical Signal and Image Processing, 2019

2018

Fully convolutional network ensembles for white matter hyperintensities segmentation in MR images.

[BibT_eX]

[DOI]

NeuroImage, 2018

2017

Multi-task Fully Convolutional Network for Brain Tumour Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Understanding and Analysis - 21st Annual Conference, 2017

Boundary-Aware Fully Convolutional Network for Brain Tumor Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Cardiac-gated Slit Lamp Videography as a Novel Approach to Assessing a Microcirculatory Network.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, 2017

2016

An automated pattern recognition system for classifying indirect immunofluorescence images of HEp-2 cells and specimens.

[BibT_eX]

[DOI]

Pattern Recognit., 2016

Hierarchical mix-pooling and its applications to biomedical image classification.

[BibT_eX]

[DOI]

Siyamalan Manivannan

Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

2015

Low-Rank Prior in Single Patches for Nonpointwise Impulse Noise Removal.

[BibT_eX]

[DOI]

Markus Pakleppa

IEEE Trans. Image Process., 2015

2014

Video-Specific SVMs for Colonoscopy Image Classification.

[BibT_eX]

[DOI]

Proceedings of the Computer-Assisted and Robotic Endoscopy - First International Workshop, 2014

Inter-Cluster Features for Medical Image Classification.

[BibT_eX]

[DOI]

Siyamalan Manivannan

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

HEp-2 Specimen Classification Using Multi-resolution Local Patterns and SVM.

[BibT_eX]

[DOI]

Proceedings of the 1st Workshop on Pattern Recognition Techniques for Indirect Immunofluorescence Images, 2014

HEp-2 Cell Classification Using Multi-resolution Local Patterns and Ensemble SVMs.

[BibT_eX]

[DOI]

Proceedings of the 1st Workshop on Pattern Recognition Techniques for Indirect Immunofluorescence Images, 2014

2013

Automatic normal-abnormal video frame classification for colonoscopy.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Extended Gaussian-Filtered Local Binary Patterns for Colonoscopy Image Classification.

[BibT_eX]

[DOI]

Siyamalan Manivannan

Proceedings of the 2013 IEEE International Conference on Computer Vision Workshops, 2013

Single-Patch Low-Rank Prior for Non-pointwise Impulse Noise Removal.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2013

2012

3-D-2-D spatiotemporal registration for sports motion analysis.

[BibT_eX]

[DOI]

Hon Wai Leong

Mach. Vis. Appl., 2012

2010

Visualizing Image Collections Using High-Entropy Layout Distributions.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2010

Gaussian Process Learning from Order Relationships Using Expectation Propagation.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Pattern Recognition, 2010

2009

Learning Query-Dependent Distance Metrics for Interactive Image Retrieval.

[BibT_eX]

[DOI]

Junwei Han

Proceedings of the Computer Vision Systems, 2009

High-entropy layouts for content-based browsing and retrieval.

[BibT_eX]

[DOI]

Junwei Han

Proceedings of the 8th ACM International Conference on Image and Video Retrieval, 2009

2008

Regular Texture Analysis as Statistical Model Selection.

[BibT_eX]

[DOI]

Junwei Han

Proceedings of the Computer Vision, 2008

3D-2D spatiotemporal registration for sports motion analysis.

[BibT_eX]

[DOI]

Hon Wai Leong

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2006

A TCAM Management Scheme for IP Lookups.

[BibT_eX]

[DOI]

Weidong Wu

Proceedings of the 14th IEEE International Conference on Networks, 2006

Human Posture Analysis Under Partial Self-occlusion.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Recognition, Third International Conference, 2006

2005

Human body posture refinement by nonparametric belief propagation.

[BibT_eX]

[DOI]

Proceedings of the 2005 International Conference on Image Processing, 2005

Human Posture Sequence Estimation Using Two Un-calibrated Cameras.

[BibT_eX]

[DOI]