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09/13/2023
SAMUS: Adapting Segment Anything Model for Clinically-Friendly and Generalizable Ultrasound Image Segmentation
Segment anything model (SAM), an eminent universal image segmentation mo...
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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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08/26/2023
FFPN: Fourier Feature Pyramid Network for Ultrasound Image Segmentation
Ultrasound (US) image segmentation is an active research area that requi...
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08/26/2023
PE-MED: Prompt Enhancement for Interactive Medical Image Segmentation
Interactive medical image segmentation refers to the accurate segmentati...
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08/16/2023
OnUVS: Online Feature Decoupling Framework for High-Fidelity Ultrasound Video Synthesis
Ultrasound (US) imaging is indispensable in clinical practice. To diagno...
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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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07/16/2023
Fast Quantum Algorithm for Attention Computation
Large language models (LLMs) have demonstrated exceptional performance a...
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07/15/2023
Semi-Elastic LiDAR-Inertial Odometry
Existing LiDAR-inertial state estimation methods treats the state at the...
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07/14/2023
FreeCOS: Self-Supervised Learning from Fractals and Unlabeled Images for Curvilinear Object Segmentation
Curvilinear object segmentation is critical for many applications. Howev...
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06/28/2023
Multi-IMU with Online Self-Consistency for Freehand 3D Ultrasound Reconstruction
Ultrasound (US) imaging is a popular tool in clinical diagnosis, offerin...
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06/26/2023
GSMorph: Gradient Surgery for cine-MRI Cardiac Deformable Registration
Deep learning-based deformable registration methods have been widely inv...
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06/19/2023
Dual-view Correlation Hybrid Attention Network for Robust Holistic Mammogram Classification
Mammogram image is important for breast cancer screening, and typically ...
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06/06/2023
Instructive Feature Enhancement for Dichotomous Medical Image Segmentation
Deep neural networks have been widely applied in dichotomous medical ima...
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06/05/2023
Inflated 3D Convolution-Transformer for Weakly-supervised Carotid Stenosis Grading with Ultrasound Videos
Localization of the narrowest position of the vessel and corresponding v...
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06/05/2023
Fourier Test-time Adaptation with Multi-level Consistency for Robust Classification
Deep classifiers may encounter significant performance degradation when ...
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05/25/2023
Frame-Event Alignment and Fusion Network for High Frame Rate Tracking
Most existing RGB-based trackers target low frame rate benchmarks of aro...
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05/18/2023
A Subabdominal MRI Image Segmentation Algorithm Based on Multi-Scale Feature Pyramid Network and Dual Attention Mechanism
This study aimed to solve the semantic gap and misalignment issue betwee...
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05/08/2023
Differentially Private Attention Computation
Large language models (LLMs) have had a profound impact on numerous aspe...
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04/28/2023
Segment Anything Model for Medical Images?
The Segment Anything Model (SAM) is the first foundation model for gener...
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04/14/2023
Hierarchical Agent-based Reinforcement Learning Framework for Automated Quality Assessment of Fetal Ultrasound Video
Ultrasound is the primary modality to examine fetal growth during pregna...
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03/12/2023
Iterative Geometry Encoding Volume for Stereo Matching
Recurrent All-Pairs Field Transforms (RAFT) has shown great potentials i...
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03/08/2023
Robust Multimodal Fusion for Human Activity Recognition
The proliferation of IoT and mobile devices equipped with heterogeneous ...
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03/04/2023
Exploiting Implicit Rigidity Constraints via Weight-Sharing Aggregation for Scene Flow Estimation from Point Clouds
Scene flow estimation, which predicts the 3D motion of scene points from...
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02/28/2023
LIW-OAM: Lidar-Inertial-Wheel Odometry and Mapping
LiDAR-inertial odometry and mapping (LIOAM), which fuses complementary i...
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01/18/2023
Label Inference Attack against Split Learning under Regression Setting
As a crucial building block in vertical Federated Learning (vFL), Split ...
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01/07/2023
CGI-Stereo: Accurate and Real-Time Stereo Matching via Context and Geometry Interaction
In this paper, we propose CGI-Stereo, a novel neural network architectur...
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12/19/2022
Photo-Realistic Out-of-domain GAN inversion via Invertibility Decomposition
The fidelity of Generative Adversarial Networks (GAN) inversion is imped...
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11/26/2022
Faster Algorithm for Structured John Ellipsoid Computation
Computing John Ellipsoid is a fundamental problem in machine learning an...
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11/12/2022
Affinity Feature Strengthening for Accurate, Complete and Robust Vessel Segmentation
Vessel segmentation is essential in many medical image applications, suc...
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11/10/2022
Semantic Learning and Emulation Based Cross-platform Binary Vulnerability Seeker
Clone detection is widely exploited for software vulnerability search. T...
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10/20/2022
Sketching Meets Differential Privacy: Fast Algorithm for Dynamic Kronecker Projection Maintenance
Projection maintenance is one of the core data structure tasks. Efficien...
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10/20/2022
An Attention-Guided and Wavelet-Constrained Generative Adversarial Network for Infrared and Visible Image Fusion
The GAN-based infrared and visible image fusion methods have gained ever...
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10/19/2022
SR-LIO: LiDAR-Inertial Odometry with Sweep Reconstruction
This paper proposes a novel LiDAR-inertial odometry (LIO), named SR-LIO,...
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10/15/2022
Bidirectional Semi-supervised Dual-branch CNN for Robust 3D Reconstruction of Stereo Endoscopic Images via Adaptive Cross and Parallel Supervisions
Semi-supervised learning via teacher-student network can train a model e...
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10/13/2022
Wider and Higher: Intensive Integration and Global Foreground Perception for Image Matting
This paper reviews recent deep-learning-based matting research and conce...
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10/13/2022
Hierarchical and Progressive Image Matting
Most matting researches resort to advanced semantics to achieve high-qua...
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10/12/2022
Explore Contextual Information for 3D Scene Graph Generation
3D scene graph generation (SGG) has been of high interest in computer vi...
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10/12/2022
Point Cloud Scene Completion with Joint Color and Semantic Estimation from Single RGB-D Image
We present a deep reinforcement learning method of progressive view inpa...
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10/09/2022
Dual-distribution discrepancy with self-supervised refinement for anomaly detection in medical images
Medical anomaly detection is a crucial yet challenging task aiming at re...
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09/24/2022
Blinder: End-to-end Privacy Protection in Sensing Systems via Personalized Federated Learning
This paper proposes a sensor data anonymization model that is trained on...
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09/23/2022
Accurate and Efficient Stereo Matching via Attention Concatenation Volume
Stereo matching is a fundamental building block for many vision and robo...
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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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09/10/2022
Large-Field Contextual Feature Learning for Glass Detection
Glass is very common in our daily life. Existing computer vision systems...
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09/06/2022
Progressive Glass Segmentation
Glass is very common in the real world. Influenced by the uncertainty ab...
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09/01/2022
Monocular Camera-based Complex Obstacle Avoidance via Efficient Deep Reinforcement Learning
Deep reinforcement learning has achieved great success in laser-based co...
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08/25/2022
DPAUC: Differentially Private AUC Computation in Federated Learning
Federated learning (FL) has gained significant attention recently as a p...
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07/01/2022
Online Reflective Learning for Robust Medical Image Segmentation
Deep segmentation models often face the failure risks when the testing i...
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07/01/2022
Agent with Tangent-based Formulation and Anatomical Perception for Standard Plane Localization in 3D Ultrasound
Standard plane (SP) localization is essential in routine clinical ultras...
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07/01/2022
Weakly-supervised High-fidelity Ultrasound Video Synthesis with Feature Decoupling
Ultrasound (US) is widely used for its advantages of real-time imaging, ...
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07/01/2022