b'Haofu Liao'

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research

∙ 07/16/2023

DocTr: Document Transformer for Structured Information Extraction in Documents

We present a new formulation for structured information extraction (SIE)...

0 Haofu Liao, et al. ∙

research

∙ 08/17/2022

REGAS: REspiratory-GAted Synthesis of Views for Multi-Phase CBCT Reconstruction from a single 3D CBCT Acquisition

It is a long-standing challenge to reconstruct Cone Beam Computed Tomogr...

16 Cheng Peng, et al. ∙

research

∙ 03/20/2022

Breast Cancer Induced Bone Osteolysis Prediction Using Temporal Variational Auto-Encoders

Objective and Impact Statement. We adopt a deep learning model for bone ...

0 Wei Xiong, et al. ∙

research

∙ 08/11/2021

Learning Bias-Invariant Representation by Cross-Sample Mutual Information Minimization

Deep learning algorithms mine knowledge from the training data and thus ...

0 Wei Zhu, et al. ∙

research

∙ 05/05/2021

Visual Composite Set Detection Using Part-and-Sum Transformers

Computer vision applications such as visual relationship detection and h...

8 Qi Dong, et al. ∙

research

∙ 12/04/2020

XraySyn: Realistic View Synthesis From a Single Radiograph Through CT Priors

A radiograph visualizes the internal anatomy of a patient through the us...

0 Cheng Peng, et al. ∙

research

∙ 08/17/2020

A Smartphone-based System for Real-time Early Childhood Caries Diagnosis

Early childhood caries (ECC) is the most common, yet preventable chronic...

9 Yipeng Zhang, et al. ∙

research

∙ 04/21/2020

Alleviating the Incompatibility between Cross Entropy Loss and Episode Training for Few-shot Skin Disease Classification

Skin disease classification from images is crucial to dermatological dia...

0 Wei Zhu, et al. ∙

research

∙ 04/18/2020

Example-Guided Image Synthesis across Arbitrary Scenes using Masked Spatial-Channel Attention and Self-Supervision

Example-guided image synthesis has recently been attempted to synthesize...

0 Haitian Zheng, et al. ∙

research

∙ 04/17/2020

Structured Landmark Detection via Topology-Adapting Deep Graph Learning

Image landmark detection aims to automatically identify the locations of...

0 Weijian Li, et al. ∙

research

∙ 04/16/2020

Unsupervised Learning of Landmarks based on Inter-Intra Subject Consistencies

We present a novel unsupervised learning approach to image landmark disc...

0 Weijian Li, et al. ∙

research

∙ 01/02/2020

Joint Unsupervised Learning for the Vertebra Segmentation, Artifact Reduction and Modality Translation of CBCT Images

We investigate the unsupervised learning of the vertebra segmentation, a...

19 Yuanyuan Lyu, et al. ∙

research

∙ 11/27/2019

Example-Guided Scene Image Synthesis using Masked Spatial-Channel Attention and Patch-Based Self-Supervision

Example-guided image synthesis has been recently attempted to synthesize...

6 Haitian Zheng, et al. ∙

research

∙ 08/15/2019

Deep Slice Interpolation via Marginal Super-Resolution, Fusion and Refinement

We propose a marginal super-resolution (MSR) approach based on 2D convol...

2 Cheng Peng, et al. ∙

research

∙ 08/03/2019

ADN: Artifact Disentanglement Network for Unsupervised Metal Artifact Reduction

Current deep neural network based approaches to computed tomography (CT)...

2 Haofu Liao, et al. ∙

research

∙ 07/22/2019

Automatic Radiology Report Generation based on Multi-view Image Fusion and Medical Concept Enrichment

Generating radiology reports is time-consuming and requires extensive ex...

0 Jianbo Yuan, et al. ∙

research

∙ 06/29/2019

Generative Mask Pyramid Network forCT/CBCT Metal Artifact Reduction with Joint Projection-Sinogram Correction

A conventional approach to computed tomography (CT) or cone beam CT (CBC...

3 Haofu Liao, et al. ∙

research

∙ 06/29/2019

Generative Mask Pyramid Network for CT/CBCT Metal Artifact Reduction with Joint Projection-Sinogram Correction

A conventional approach to computed tomography (CT) or cone beam CT (CBC...

0 Haofu Liao, et al. ∙

research

∙ 06/29/2019

DuDoNet: Dual Domain Network for CT Metal Artifact Reduction

Computed tomography (CT) is an imaging modality widely used for medical ...

3 Wei-An Lin, et al. ∙

research

∙ 06/10/2019

Patch Transformer for Multi-tagging Whole Slide Histopathology Images

Automated whole slide image (WSI) tagging has become a growing demand du...

0 Weijian Li, et al. ∙

research

∙ 06/05/2019

Artifact Disentanglement Network for Unsupervised Metal Artifact Reduction

Current deep neural network based approaches to computed tomography (CT)...

0 Haofu Liao, et al. ∙

research

∙ 03/10/2019

Multiview 2D/3D Rigid Registration via a Point-Of-Interest Network for Tracking and Triangulation (POINT^2)

We propose to tackle the problem of multiview 2D/3D rigid registration f...

0 Haofu Liao, et al. ∙

research

∙ 12/09/2018

A Deep Multi-task Learning Approach to Skin Lesion Classification

Skin lesion identification is a key step toward dermatological diagnosis...

0 Haofu Liao, et al. ∙

research

∙ 12/09/2018

Skin Disease Classification versus Skin Lesion Characterization: Achieving Robust Diagnosis using Multi-label Deep Neural Networks

In this study, we investigate what a practically useful approach is in o...

0 Haofu Liao, et al. ∙

research

∙ 12/09/2018

More Knowledge is Better: Cross-Modality Volume Completion and 3D+2D Segmentation for Intracardiac Echocardiography Contouring

Using catheter ablation to treat atrial fibrillation increasingly relies...

0 Haofu Liao, et al. ∙

research

∙ 12/09/2018

Adversarial Sparse-View CBCT Artifact Reduction

We present an effective post-processing method to reduce the artifacts f...

0 Haofu Liao, et al. ∙

research

∙ 12/09/2018

Joint Vertebrae Identification and Localization in Spinal CT Images by Combining Short- and Long-Range Contextual Information

Automatic vertebrae identification and localization from arbitrary CT im...

0 Haofu Liao, et al. ∙

research

∙ 12/08/2018

Face Completion with Semantic Knowledge and Collaborative Adversarial Learning

Unlike a conventional background inpainting approach that infers a missi...

0 Haofu Liao, et al. ∙

research

∙ 11/01/2018

CariGAN: Caricature Generation through Weakly Paired Adversarial Learning

Caricature generation is an interesting yet challenging task. The primar...

12 Wenbin Li, et al. ∙

research

∙ 11/19/2016

Inferring Restaurant Styles by Mining Crowd Sourced Photos from User-Review Websites

When looking for a restaurant online, user uploaded photos often give pe...

0 Haofu Liao, et al. ∙

research

∙ 10/06/2016

Do They All Look the Same? Deciphering Chinese, Japanese and Koreans by Fine-Grained Deep Learning

We study to what extend Chinese, Japanese and Korean faces can be classi...

0 Yu Wang, et al. ∙

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