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09/14/2023
A Novel Local-Global Feature Fusion Framework for Body-weight Exercise Recognition with Pressure Mapping Sensors
We present a novel local-global feature fusion framework for body-weight...
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08/23/2023
TAI-GAN: Temporally and Anatomically Informed GAN for early-to-late frame conversion in dynamic cardiac PET motion correction
The rapid tracer kinetics of rubidium-82 (^82Rb) and high variation of c...
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08/07/2023
Two-stage Early Prediction Framework of Remaining Useful Life for Lithium-ion Batteries
Early prediction of remaining useful life (RUL) is crucial for effective...
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08/07/2023
Worker Activity Recognition in Manufacturing Line Using Near-body Electric Field
Manufacturing industries strive to improve production efficiency and pro...
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08/02/2023
On Bounded Completeness and the L_1-Denseness of Likelihood Ratios
The classical concept of bounded completeness and its relation to suffic...
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08/01/2023
PressureTransferNet: Human Attribute Guided Dynamic Ground Pressure Profile Transfer using 3D simulated Pressure Maps
We propose PressureTransferNet, a novel method for Human Activity Recogn...
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07/26/2023
Dynamic Domain Discrepancy Adjustment for Active Multi-Domain Adaptation
Multi-source unsupervised domain adaptation (MUDA) aims to transfer know...
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07/21/2023
Selecting the motion ground truth for loose-fitting wearables: benchmarking optical MoCap methods
To help smart wearable researchers choose the optimal ground truth metho...
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07/18/2023
Transformer-based Dual-domain Network for Few-view Dedicated Cardiac SPECT Image Reconstructions
Cardiovascular disease (CVD) is the leading cause of death worldwide, an...
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07/03/2023
SynthCal: A Synthetic Benchmarking Pipeline to Compare Camera Calibration Algorithms
Accurate camera calibration is crucial for various computer vision appli...
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07/03/2023
Capafoldable: self-tracking foldable smart textiles with capacitive sensing
Folding is an unique structural technique to enable planer materials wit...
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06/25/2023
Largest and Least H-Eigenvalues of Symmetric Tensors and Hypergraphs
In tensor eigenvalue problems, one is likely to be more interested in H-...
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06/07/2023
CaptAinGlove: Capacitive and Inertial Fusion-Based Glove for Real-Time on Edge Hand Gesture Recognition for Drone Control
We present CaptAinGlove, a textile-based, low-power (1.15Watts), privacy...
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05/23/2023
Skill-Based Few-Shot Selection for In-Context Learning
In-Context learning is the paradigm that adapts large language models to...
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05/23/2023
WYWEB: A NLP Evaluation Benchmark For Classical Chinese
To fully evaluate the overall performance of different NLP models in a g...
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05/22/2023
FieldHAR: A Fully Integrated End-to-end RTL Framework for Human Activity Recognition with Neural Networks from Heterogeneous Sensors
In this work, we propose an open-source scalable end-to-end RTL framewor...
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05/17/2023
Joint Denoising and Few-angle Reconstruction for Low-dose Cardiac SPECT Using a Dual-domain Iterative Network with Adaptive Data Consistency
Myocardial perfusion imaging (MPI) by single-photon emission computed to...
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05/17/2023
Cross-domain Iterative Network for Simultaneous Denoising, Limited-angle Reconstruction, and Attenuation Correction of Low-dose Cardiac SPECT
Single-Photon Emission Computed Tomography (SPECT) is widely applied for...
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05/12/2023
MotionBEV: Attention-Aware Online LiDAR Moving Object Segmentation with Bird's Eye View based Appearance and Motion Features
Identifying moving objects is an essential capability for autonomous sys...
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04/05/2023
Both Efficiency and Effectiveness! A Large Scale Pre-ranking Framework in Search System
In the realm of search systems, multi-stage cascade architecture is a pr...
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04/02/2023
FedFTN: Personalized Federated Learning with Deep Feature Transformation Network for Multi-institutional Low-count PET Denoising
Low-count PET is an efficient way to reduce radiation exposure and acqui...
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03/29/2023
On the α-spectral radius of hypergraphs
For real α∈ [0,1) and a hypergraph G, the α-spectral radius of G is the ...
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03/02/2023
Meta-information-aware Dual-path Transformer for Differential Diagnosis of Multi-type Pancreatic Lesions in Multi-phase CT
Pancreatic cancer is one of the leading causes of cancer-related death. ...
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02/18/2023
Dual-Domain Self-Supervised Learning for Accelerated Non-Cartesian MRI Reconstruction
While enabling accelerated acquisition and improved reconstruction accur...
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02/14/2023
Fast-MC-PET: A Novel Deep Learning-aided Motion Correction and Reconstruction Framework for Accelerated PET
Patient motion during PET is inevitable. Its long acquisition time not o...
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02/08/2023
InMyFace: Inertial and Mechanomyography-Based Sensor Fusion for Wearable Facial Activity Recognition
Recognizing facial activity is a well-understood (but non-trivial) compu...
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02/01/2023
PresSim: An End-to-end Framework for Dynamic Ground Pressure Profile Generation from Monocular Videos Using Physics-based 3D Simulation
Ground pressure exerted by the human body is a valuable source of inform...
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01/28/2023
Towards a Single Unified Model for Effective Detection, Segmentation, and Diagnosis of Eight Major Cancers Using a Large Collection of CT Scans
Human readers or radiologists routinely perform full-body multi-organ mu...
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12/31/2022
Targeted k-node Collapse Problem: Towards Understanding the Robustness of Local k-core Structure
The concept of k-core, which indicates the largest induced subgraph wher...
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10/03/2022
Smart-Badge: A wearable badge with multi-modal sensors for kitchen activity recognition
Human health is closely associated with their daily behavior and environ...
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07/29/2022
Self-organized Polygon Formation Control based on Distributed Estimation
This paper studies the problem of controlling a multi-robot system to ac...
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07/18/2022
Magnetic Field Based Hand Tracking
Sensor-based 3D hand tracking is still challenging despite the massive e...
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06/27/2022
ContraReg: Contrastive Learning of Multi-modality Unsupervised Deformable Image Registration
Establishing voxelwise semantic correspondence across distinct imaging m...
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06/24/2022
Segmentation-free PVC for Cardiac SPECT using a Densely-connected Multi-dimensional Dynamic Network
In nuclear imaging, limited resolution causes partial volume effects (PV...
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06/13/2022
Unsupervised inter-frame motion correction for whole-body dynamic PET using convolutional long short-term memory in a convolutional neural network
Subject motion in whole-body dynamic PET introduces inter-frame mismatch...
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06/10/2022
Dual-Branch Squeeze-Fusion-Excitation Module for Cross-Modality Registration of Cardiac SPECT and CT
Single-photon emission computed tomography (SPECT) is a widely applied i...
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05/28/2022
Estimation of 3D Body Shape and Clothing Measurements from Frontal- and Side-view Images
The estimation of 3D human body shape and clothing measurements is cruci...
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01/26/2022
DSFormer: A Dual-domain Self-supervised Transformer for Accelerated Multi-contrast MRI Reconstruction
Multi-contrast MRI (MC-MRI) captures multiple complementary imaging moda...
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11/30/2021
COREATTACK: Breaking Up the Core Structure of Graphs
The concept of k-core in complex networks plays a key role in many appli...
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09/14/2021
Reinforcement Learning with Evolutionary Trajectory Generator: A General Approach for Quadrupedal Locomotion
Recently reinforcement learning (RL) has emerged as a promising approach...
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09/08/2021
ADER:Adapting between Exploration and Robustness for Actor-Critic Methods
Combining off-policy reinforcement learning methods with function approx...
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07/12/2021
Anatomy-Constrained Contrastive Learning for Synthetic Segmentation without Ground-truth
A large amount of manual segmentation is typically required to train a r...
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06/29/2021
Action Set Based Policy Optimization for Safe Power Grid Management
Maintaining the stability of the modern power grid is becoming increasin...
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04/14/2021
Anatomy-guided Multimodal Registration by Learning Segmentation without Ground Truth: Application to Intraprocedural CBCT/MR Liver Segmentation and Registration
Multimodal image registration has many applications in diagnostic medica...
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03/29/2021
Lifelong Learning for Minimizing Age of Information in Internet of Things Networks
In this paper, a lifelong learning problem is studied for an Internet of...
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01/03/2021
Centralized and Distributed Age of Information Minimization with non-linear Aging Functions in the Internet of Things
Resource management in Internet of Things (IoT) systems is a major chall...
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12/09/2020
Performance Analysis of Age of Information in Ultra-Dense Internet of Things (IoT) Systems with Noisy Channels
In this paper, a dense Internet of Things (IoT) monitoring system is stu...
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11/29/2020
Detecting Video Game Player Burnout with the Use of Sensor Data and Machine Learning
Current research in eSports lacks the tools for proper game practising a...
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11/02/2020
Collection and Validation of Psycophysiological Data from Professional and Amateur Players: a Multimodal eSports Dataset
Proper training and analytics in eSports require accurately collected an...
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10/09/2020