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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...
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08/24/2023
PromptMRG: Diagnosis-Driven Prompts for Medical Report Generation
Automatic medical report generation (MRG) is of great research value as ...
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05/02/2023
SIA-FTP: A Spoken Instruction Aware Flight Trajectory Prediction Framework
Ground-air negotiation via speech communication is a vital prerequisite ...
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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...
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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...
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03/24/2023
Few Shot Medical Image Segmentation with Cross Attention Transformer
Medical image segmentation has made significant progress in recent years...
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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...
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03/23/2023
A Permutable Hybrid Network for Volumetric Medical Image Segmentation
The advent of Vision Transformer (ViT) has brought substantial advanceme...
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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...
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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...
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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...
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02/28/2023
Efficient Implicit Neural Reconstruction Using LiDAR
Modeling scene geometry using implicit neural representation has reveale...
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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...
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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...
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07/14/2022
Spatiotemporal Propagation Learning for Network-Wide Flight Delay Prediction
Demystifying the delay propagation mechanisms among multiple airports is...
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06/30/2022
InsMix: Towards Realistic Generative Data Augmentation for Nuclei Instance Segmentation
Nuclei Segmentation from histology images is a fundamental task in digit...
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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...
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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...
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04/20/2022
Dynamic Free-Space Roadmap for Safe Quadrotor Motion Planning
Free-space-oriented roadmaps typically generate a series of convex geome...
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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...
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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 ...
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02/10/2022
Deep Learning for Computational Cytology: A Survey
Computational cytology is a critical, rapid-developing, yet challenging ...
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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...
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06/12/2021
LE-NAS: Learning-based Ensenble with NAS for Dose Prediction
Radiation therapy treatment planning is a complex process, as the target...
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12/17/2020
A Hierarchical Feature Constraint to Camouflage Medical Adversarial Attacks
Deep neural networks (DNNs) for medical images are extremely vulnerable ...
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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...
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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,...
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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 ...
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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...
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04/08/2018
Detecting Multi-Oriented Text with Corner-based Region Proposals
Previous approaches for scene text detection usually rely on manually de...
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02/27/2018
