b'Yi Lin'

research

∙ 08/27/2023

Bi-Modality Medical Image Synthesis Using Semi-Supervised Sequential Generative Adversarial Networks

In this paper, we propose a bi-modality medical image synthesis approach...

0 Xin Yang, et al. ∙

research

∙ 08/24/2023

PromptMRG: Diagnosis-Driven Prompts for Medical Report Generation

Automatic medical report generation (MRG) is of great research value as ...

0 Haibo Jin, et al. ∙

research

∙ 05/02/2023

SIA-FTP: A Spoken Instruction Aware Flight Trajectory Prediction Framework

Ground-air negotiation via speech communication is a vital prerequisite ...

0 Dongyue Guo, et al. ∙

research

∙ 05/02/2023

FlightBERT++: A Non-autoregressive Multi-Horizon Flight Trajectory Prediction Framework

Flight Trajectory Prediction (FTP) is an essential task in Air Traffic C...

0 Dongyue Guo, et al. ∙

research

∙ 05/01/2023

Rethinking Boundary Detection in Deep Learning Models for Medical Image Segmentation

Medical image segmentation is a fundamental task in the community of med...

0 Yi Lin, et al. ∙

research

∙ 03/24/2023

Few Shot Medical Image Segmentation with Cross Attention Transformer

Medical image segmentation has made significant progress in recent years...

0 Yi Lin, et al. ∙

research

∙ 03/23/2023

Exploring Visual Prompts for Whole Slide Image Classification with Multiple Instance Learning

Multiple instance learning (MIL) has emerged as a popular method for cla...

0 Yi Lin, et al. ∙

research

∙ 03/23/2023

A Permutable Hybrid Network for Volumetric Medical Image Segmentation

The advent of Vision Transformer (ViT) has brought substantial advanceme...

0 Yi Lin, et al. ∙

research

∙ 03/22/2023

Label-Efficient Deep Learning in Medical Image Analysis: Challenges and Future Directions

Deep learning has seen rapid growth in recent years and achieved state-o...

0 Cheng Jin, et al. ∙

research

∙ 03/16/2023

Learning a Room with the Occ-SDF Hybrid: Signed Distance Function Mingled with Occupancy Aids Scene Representation

Implicit neural rendering, which uses signed distance function (SDF) rep...

0 Xiaoyang Lyu, et al. ∙

research

∙ 03/10/2023

Knowledge Transfer via Multi-Head Feature Adaptation for Whole Slide Image Classification

Transferring prior knowledge from a source domain to the same or similar...

0 Conghao Xiong, et al. ∙

research

∙ 02/28/2023

Efficient Implicit Neural Reconstruction Using LiDAR

Modeling scene geometry using implicit neural representation has reveale...

0 Dongyu Yan, et al. ∙

research

∙ 09/21/2022

Deep Learning for Medical Image Segmentation: Tricks, Challenges and Future Directions

Over the past few years, the rapid development of deep learning technolo...

0 Dong Zhang, et al. ∙

research

∙ 08/26/2022

Seg4Reg+: Consistency Learning between Spine Segmentation and Cobb Angle Regression

Automated methods for Cobb angle estimation are of high demand for scoli...

0 Yi Lin, et al. ∙

research

∙ 07/14/2022

Spatiotemporal Propagation Learning for Network-Wide Flight Delay Prediction

Demystifying the delay propagation mechanisms among multiple airports is...

0 Yuankai Wu, et al. ∙

research

∙ 06/30/2022

InsMix: Towards Realistic Generative Data Augmentation for Nuclei Instance Segmentation

Nuclei Segmentation from histology images is a fundamental task in digit...

0 Yi Lin, et al. ∙

research

∙ 06/05/2022

Accurate Scoliosis Vertebral Landmark Localization on X-ray Images via Shape-constrained Multi-stage Cascaded CNNs

Vertebral landmark localization is a crucial step for variant spine-rela...

0 Zhiwei Wang, et al. ∙

research

∙ 04/28/2022

Improving the estimation of directional area scattering factor (DASF) from canopy reflectance: theoretical basis and validation

Directional area scattering factor (DASF) is a critical canopy structura...

0 Yi Lin, et al. ∙

research

∙ 04/20/2022

Dynamic Free-Space Roadmap for Safe Quadrotor Motion Planning

Free-space-oriented roadmaps typically generate a series of convex geome...

0 Junlong Guo, et al. ∙

research

∙ 02/24/2022

Bubble Planner: Planning High-speed Smooth Quadrotor Trajectories using Receding Corridors

Quadrotors are agile platforms. With human experts, they can perform ext...

0 Yunfan Ren, et al. ∙

research

∙ 02/16/2022

Label Propagation for Annotation-Efficient Nuclei Segmentation from Pathology Images

Nuclei segmentation is a crucial task for whole slide image analysis in ...

1 Yi Lin, et al. ∙

research

∙ 02/10/2022

Deep Learning for Computational Cytology: A Survey

Computational cytology is a critical, rapid-developing, yet challenging ...

11 Hao Jiang, et al. ∙

research

∙ 11/16/2021

A Benchmark for Modeling Violation-of-Expectation in Physical Reasoning Across Event Categories

Recent work in computer vision and cognitive reasoning has given rise to...

0 Arijit Dasgupta, et al. ∙

research

∙ 06/12/2021

LE-NAS: Learning-based Ensenble with NAS for Dose Prediction

Radiation therapy treatment planning is a complex process, as the target...

0 Yi Lin, et al. ∙

research

∙ 12/17/2020

A Hierarchical Feature Constraint to Camouflage Medical Adversarial Attacks

Deep neural networks (DNNs) for medical images are extremely vulnerable ...

0 Qingsong Yao, et al. ∙

research

∙ 04/28/2020

Hybrid Attention for Automatic Segmentation of Whole Fetal Head in Prenatal Ultrasound Volumes

Background and Objective: Biometric measurements of fetal head are impor...

5 Xin Yang, et al. ∙

research

∙ 11/26/2019

ATCSpeech: a multilingual pilot-controller speech corpus from real Air Traffic Control environment

Automatic Speech Recognition (ASR) is greatly developed in recent years,...

0 Xianlong Tan, et al. ∙

research

∙ 08/27/2019

Matrix embedding method in match for session-based recommendation

Session based model is widely used in recommend system. It use the user ...

0 Qizhi Zhang, et al. ∙

research

∙ 12/17/2018

Semi-supervised mp-MRI Data Synthesis with StitchLayer and Auxiliary Distance Maximization

In this paper, we address the problem of synthesizing multi-parameter ma...

10 Zhiwei Wang, et al. ∙

research

∙ 04/08/2018

Detecting Multi-Oriented Text with Corner-based Region Proposals

Previous approaches for scene text detection usually rely on manually de...

0 Linjie Deng, et al. ∙

research

∙ 02/27/2018

On optimal designs for non-regular models

Classically, Fisher information is the relevant object in defining optim...

0 Yi Lin, et al. ∙

Yi Lin

Featured Co-authors