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09/04/2023
A Unified Framework for Guiding Generative AI with Wireless Perception in Resource Constrained Mobile Edge Networks
With the significant advancements in artificial intelligence (AI) techno...
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08/10/2023
Unleashing the Strengths of Unlabeled Data in Pan-cancer Abdominal Organ Quantification: the FLARE22 Challenge
Quantitative organ assessment is an essential step in automated abdomina...
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08/10/2023
Beyond Deep Reinforcement Learning: A Tutorial on Generative Diffusion Models in Network Optimization
Generative Diffusion Models (GDMs) have emerged as a transformative forc...
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07/01/2023
Deep Angiogram: Trivializing Retinal Vessel Segmentation
Among the research efforts to segment the retinal vasculature from fundu...
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05/31/2023
Democratizing Pathological Image Segmentation with Lay Annotators via Molecular-empowered Learning
Multi-class cell segmentation in high-resolution Giga-pixel whole slide ...
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04/25/2023
Text-guided Eyeglasses Manipulation with Spatial Constraints
Virtual try-on of eyeglasses involves placing eyeglasses of different sh...
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03/26/2023
Guiding AI-Generated Digital Content with Wireless Perception
Recent advances in artificial intelligence (AI), coupled with a surge in...
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03/10/2023
Self-Supervised CSF Inpainting with Synthetic Atrophy for Improved Accuracy Validation of Cortical Surface Analyses
Accuracy validation of cortical thickness measurement is a difficult pro...
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03/01/2023
Indescribable Multi-modal Spatial Evaluator
Multi-modal image registration spatially aligns two images with differen...
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11/10/2022
Dual Multi-scale Mean Teacher Network for Semi-supervised Infection Segmentation in Chest CT Volume for COVID-19
Automated detecting lung infections from computed tomography (CT) data p...
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10/10/2022
Rethinking Wireless Communication Security in Semantic Internet of Things
Semantic communication is an important participant in the next generatio...
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07/31/2022
Exploring Attention-Aware Network Resource Allocation for Customized Metaverse Services
Emerging with the support of computing and communications technologies, ...
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07/11/2022
Personalizing Federated Medical Image Segmentation via Local Calibration
Medical image segmentation under federated learning (FL) is a promising ...
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06/02/2022
XBound-Former: Toward Cross-scale Boundary Modeling in Transformers
Skin lesion segmentation from dermoscopy images is of great significance...
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04/10/2022
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition
Context-aware decision support in the operating room can foster surgical...
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12/06/2021
Separated Contrastive Learning for Organ-at-Risk and Gross-Tumor-Volume Segmentation with Limited Annotation
Automatic delineation of organ-at-risk (OAR) and gross-tumor-volume (GTV...
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11/08/2021
Real-time landmark detection for precise endoscopic submucosal dissection via shape-aware relation network
We propose a novel shape-aware relation network for accurate and real-ti...
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10/08/2021
Boundary-aware Transformers for Skin Lesion Segmentation
Skin lesion segmentation from dermoscopy images is of great importance f...
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09/28/2021
Efficient Global-Local Memory for Real-time Instrument Segmentation of Robotic Surgical Video
Performing a real-time and accurate instrument segmentation from videos ...
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11/12/2020
Atrial Fibrillation Detection and ECG Classification based on CNN-BiLSTM
It is challenging to visually detect heart disease from the electrocardi...
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11/03/2020
Meta-Learning for Natural Language Understanding under Continual Learning Framework
Neural network has been recognized with its accomplishments on tackling ...
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11/03/2020
Self-semi-supervised Learning to Learn from NoisyLabeled Data
The remarkable success of today's deep neural networks highly depends on...
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03/23/2020
Robust Medical Instrument Segmentation Challenge 2019
Intraoperative tracking of laparoscopic instruments is often a prerequis...
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02/07/2018