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08/18/2023
Fixed-Point Algorithms for Solving the Critical Value and Upper Tail Quantile of Kuiper's Statistics
Kuiper's statistic is a good measure for the difference of ideal distrib...
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08/02/2023
DiffusePast: Diffusion-based Generative Replay for Class Incremental Semantic Segmentation
The Class Incremental Semantic Segmentation (CISS) extends the tradition...
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06/26/2023
Data-Driven Chance-Constrained Multiple-Choice Knapsack Problem: Model, Algorithms, and Applications
The multiple-choice knapsack problem (MCKP) is a classic NP-hard combina...
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06/01/2023
ModelObfuscator: Obfuscating Model Information to Protect Deployed ML-based Systems
More and more edge devices and mobile apps are leveraging deep learning ...
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04/10/2023
Taming Android Fragmentation through Lightweight Crowdsourced Testing
Android fragmentation refers to the overwhelming diversity of Android de...
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02/14/2023
Developer-Intent Driven Code Comment Generation
Existing automatic code comment generators mainly focus on producing a g...
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02/06/2023
An Unsupervised Framework for Joint MRI Super Resolution and Gibbs Artifact Removal
The k-space data generated from magnetic resonance imaging (MRI) is only...
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01/21/2023
Dynamic MLP for MRI Reconstruction
As convolutional neural networks (CNN) become the most successful recons...
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01/03/2023
Holistic Multi-Slice Framework for Dynamic Simultaneous Multi-Slice MRI Reconstruction
Dynamic Magnetic Resonance Imaging (dMRI) is widely used to assess vario...
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11/03/2022
A Comparative Study of Smartphone and Smart TV Apps
Context: Smart TVs have become one of the most popular television types....
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10/22/2022
JoJoNet: Joint-contrast and Joint-sampling-and-reconstruction Network for Multi-contrast MRI
Multi-contrast Magnetic Resonance Imaging (MRI) generates multiple medic...
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09/21/2022
A Comprehensive Survey on Trustworthy Recommender Systems
As one of the most successful AI-powered applications, recommender syste...
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09/14/2022
Automatic Comment Generation via Multi-Pass Deliberation
Deliberation is a common and natural behavior in human daily life. For e...
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08/16/2022
MSE-Based Transceiver Designs for RIS-Aided Communications With Hardware Impairments
It is challenging to precisely configure the phase shifts of the reflect...
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07/20/2022
Robust Landmark-based Stent Tracking in X-ray Fluoroscopy
In clinical procedures of angioplasty (i.e., open clogged coronary arter...
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07/15/2022
Low-bit Shift Network for End-to-End Spoken Language Understanding
Deep neural networks (DNN) have achieved impressive success in multiple ...
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07/12/2022
Are We Building on the Rock? On the Importance of Data Preprocessing for Code Summarization
Code summarization, the task of generating useful comments given the cod...
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06/06/2022
Invertible Sharpening Network for MRI Reconstruction Enhancement
High-quality MRI reconstruction plays a critical role in clinical applic...
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05/21/2022
DProQ: A Gated-Graph Transformer for Protein Complex Structure Assessment
Proteins interact to form complexes to carry out essential biological fu...
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05/20/2022
EGR: Equivariant Graph Refinement and Assessment of 3D Protein Complex Structures
Protein complexes are macromolecules essential to the functioning and we...
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04/22/2022
Constructing dynamic residential energy lifestyles using Latent Dirichlet Allocation
The rapid expansion of Advanced Meter Infrastructure (AMI) has dramatica...
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04/20/2022
BugListener: Identifying and Synthesizing Bug Reports from Collaborative Live Chats
In community-based software development, developers frequently rely on l...
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04/12/2022
CorrectSpeech: A Fully Automated System for Speech Correction and Accent Reduction
This study extends our previous work on text-based speech editing to dev...
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01/18/2022
Accelerating Representation Learning with View-Consistent Dynamics in Data-Efficient Reinforcement Learning
Learning informative representations from image-based observations is of...
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01/17/2022
Characterizing Sensor Leaks in Android Apps
While extremely valuable to achieve advanced functions, mobile phone sen...
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11/16/2021
NatiDroid: Cross-Language Android Permission Specification
The Android system manages access to sensitive APIs by permission enforc...
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09/23/2021
Efficient, Interpretable Atomistic Graph Neural Network Representation for Angle-dependent Properties and its Application to Optical Spectroscopy Prediction
Graph neural networks (GNNs) are attractive for learning properties of a...
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09/15/2021
ISPY: Automatic Issue-Solution Pair Extraction from Community Live Chats
Collaborative live chats are gaining popularity as a development communi...
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07/13/2021
A First Look at Developers' Live Chat on Gitter
Modern communication platforms such as Gitter and Slack play an increasi...
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07/04/2021
EditSpeech: A Text Based Speech Editing System Using Partial Inference and Bidirectional Fusion
This paper presents the design, implementation and evaluation of a speec...
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06/18/2021
VQMIVC: Vector Quantization and Mutual Information-Based Unsupervised Speech Representation Disentanglement for One-shot Voice Conversion
One-shot voice conversion (VC), which performs conversion across arbitra...
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06/18/2021
Unsupervised Domain Adaptation for Dysarthric Speech Detection via Domain Adversarial Training and Mutual Information Minimization
Dysarthric speech detection (DSD) systems aim to detect characteristics ...
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06/16/2021
Multi-scale Neural ODEs for 3D Medical Image Registration
Image registration plays an important role in medical image analysis. Co...
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05/26/2021
Automatic Construction of Sememe Knowledge Bases via Dictionaries
A sememe is defined as the minimum semantic unit in linguistics. Sememe ...
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05/20/2021
A Streaming End-to-End Framework For Spoken Language Understanding
End-to-end spoken language understanding (SLU) has recently attracted in...
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05/17/2021
Accelerating 3D MULTIPLEX MRI Reconstruction with Deep Learning
Multi-contrast MRI images provide complementary contrast information abo...
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05/17/2021
Cardiac Functional Analysis with Cine MRI via Deep Learning Reconstruction
Retrospectively gated cine (retro-cine) MRI is the clinical standard for...
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12/23/2020
A Principle Solution for Enroll-Test Mismatch in Speaker Recognition
Mismatch between enrollment and test conditions causes serious performan...
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12/19/2020
Robust mixture regression with Exponential Power distribution
Assuming an exponential power distribution is one way to deal with outli...
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12/02/2020
Generating private data with user customization
Personal devices such as mobile phones can produce and store large amoun...
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11/26/2020
Group-Skeleton-Based Human Action Recognition in Complex Events
Human action recognition as an important application of computer vision ...
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10/22/2020
The HUAWEI Speaker Diarisation System for the VoxCeleb Speaker Diarisation Challenge
This paper describes system setup of our submission to speaker diarisati...
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08/13/2020
Conv-Transformer Transducer: Low Latency, Low Frame Rate, Streamable End-to-End Speech Recognition
Transformer has achieved competitive performance against state-of-the-ar...
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08/12/2020
Real-Time Cardiac Cine MRI with Residual Convolutional Recurrent Neural Network
Real-time cardiac cine MRI does not require ECG gating in the data acqui...
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06/28/2020
Motion Pyramid Networks for Accurate and Efficient Cardiac Motion Estimation
Cardiac motion estimation plays a key role in MRI cardiac feature tracki...
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05/07/2020
Effective Data Fusion with Generalized Vegetation Index: Evidence from Land Cover Segmentation in Agriculture
How can we effectively leverage the domain knowledge from remote sensing...
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04/21/2020
The 1st Agriculture-Vision Challenge: Methods and Results
The first Agriculture-Vision Challenge aims to encourage research in dev...
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04/13/2020
Probabilistic Load-Margin Assessment using Vine Copula and Gaussian Process Emulation
The increasing penetration of renewable energy along with the variations...
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04/01/2020
Computational Performance of a Germline Variant Calling Pipeline for Next Generation Sequencing
With the booming of next generation sequencing technology and its implem...
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03/10/2020