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08/26/2023
Reinforcement Learning Based Multi-modal Feature Fusion Network for Novel Class Discovery
With the development of deep learning techniques, supervised learning ha...
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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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05/13/2023
Cloud-RAIN: Point Cloud Analysis with Reflectional Invariance
The networks for point cloud tasks are expected to be invariant when the...
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04/19/2023
GeoGauss: Strongly Consistent and Light-Coordinated OLTP for Geo-Replicated SQL Database
Multinational enterprises conduct global business that has a demand for ...
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03/21/2023
Higher-order Organization in the Human Brain from Matrix-Based Rényi's Entropy
Pairwise metrics are often employed to estimate statistical dependencies...
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02/10/2023
POSGen: Personalized Opening Sentence Generation for Online Insurance Sales
The insurance industry is shifting their sales mode from offline to onli...
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01/13/2023
Electromagnetic-Compliant Channel Modeling and Performance Evaluation for Holographic MIMO
Recently, the concept of holographic multiple-input multiple-output (MIM...
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12/05/2022
Continual learning on deployment pipelines for Machine Learning Systems
Following the development of digitization, a growing number of large Ori...
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11/26/2022
Robust One-shot Segmentation of Brain Tissues via Image-aligned Style Transformation
One-shot segmentation of brain tissues is typically a dual-model iterati...
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11/11/2022
Lamda: The Last Mile of the Datacenter Network Does matter
In this paper, we conduct systematic measurement studies to show that th...
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10/17/2022
Break The Spell Of Total Correlation In betaTCVAE
This paper proposes a way to break the spell of total correlation in bet...
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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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10/10/2022
Bridging CLIP and StyleGAN through Latent Alignment for Image Editing
Text-driven image manipulation is developed since the vision-language mo...
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09/05/2022
Jamming Modulation: An Active Anti-Jamming Scheme
Providing quality communications under adversarial electronic attacks, e...
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07/13/2022
Semi-supervised Ranking for Object Image Blur Assessment
Assessing the blurriness of an object image is fundamentally important t...
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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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06/01/2022
Multi-scale frequency separation network for image deblurring
Image deblurring aims to restore the detailed texture information or str...
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05/19/2022
A Comparative Study of Feature Expansion Unit for 3D Point Cloud Upsampling
Recently, deep learning methods have shown great success in 3D point clo...
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05/11/2022
Libra: In-network Gradient Aggregation for Speeding up Distributed Sparse Deep Training
Distributed sparse deep learning has been widely used in many internet-s...
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04/01/2022
Weakly Supervised Regional and Temporal Learning for Facial Action Unit Recognition
Automatic facial action unit (AU) recognition is a challenging task due ...
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04/01/2022
Unimodal-Concentrated Loss: Fully Adaptive Label Distribution Learning for Ordinal Regression
Learning from a label distribution has achieved promising results on ord...
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03/30/2022
ITTR: Unpaired Image-to-Image Translation with Transformers
Unpaired image-to-image translation is to translate an image from a sour...
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01/20/2022
Three kinds of novel multi-symplectic methods for stochastic Hamiltonian partial differential equations
Stochastic Hamiltonian partial differential equations, which possess the...
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01/06/2022
Cyclic-Prefixed Single-Carrier Transmission for RIS-Empowered Broadband Wireless Systems
In this paper, a cyclic-prefixed single-carrier (CPSC) transmission sche...
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12/08/2021
Learn2Reg: comprehensive multi-task medical image registration challenge, dataset and evaluation in the era of deep learning
To date few studies have comprehensively compared medical image registra...
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11/30/2021
CRIS: CLIP-Driven Referring Image Segmentation
Referring image segmentation aims to segment a referent via a natural li...
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10/22/2021
BlendGAN: Implicitly GAN Blending for Arbitrary Stylized Face Generation
Generative Adversarial Networks (GANs) have made a dramatic leap in high...
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09/25/2021
Joint Progressive and Coarse-to-fine Registration of Brain MRI via Deformation Field Integration and Non-Rigid Feature Fusion
Registration of brain MRI images requires to solve a deformation field, ...
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08/20/2021
Estimation of Playable Piano Fingering by Pitch-difference Fingering Matching Model
The existing piano fingering labeling statistical models usually conside...
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08/13/2021
A Parallel Distributed Algorithm for the Power SVD Method
In this work, we study how to implement a distributed algorithm for the ...
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07/30/2021
Self-Supervised Regional and Temporal Auxiliary Tasks for Facial Action Unit Recognition
Automatic facial action unit (AU) recognition is a challenging task due ...
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07/21/2021
Firmware Re-hosting Through Static Binary-level Porting
The rapid growth of the Industrial Internet of Things (IIoT) has brought...
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07/19/2021
Learning compliant grasping and manipulation by teleoperation with adaptive force control
In this work, we focus on improving the robot's dexterous capability by ...
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07/19/2021
Exploring Set Similarity for Dense Self-supervised Representation Learning
By considering the spatial correspondence, dense self-supervised represe...
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05/16/2021
Explainable Hierarchical Imitation Learning for Robotic Drink Pouring
To accurately pour drinks into various containers is an essential skill ...
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04/10/2021
Practical Two-party Privacy-preserving Neural Network Based on Secret Sharing
Neural networks, with the capability to provide efficient predictive mod...
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03/30/2021
Symbol-Level Precoding Through the Lens of Zero Forcing and Vector Perturbation
Symbol-level precoding (SLP) has recently emerged as a new paradigm for ...
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02/24/2021
Multi-Level Adaptive Region of Interest and Graph Learning for Facial Action Unit Recognition
In facial action unit (AU) recognition tasks, regional feature learning ...
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02/03/2021
Space Shift Keying with Reconfigurable Intelligent Surfaces: Phase Configuration Designs and Performance Analysis
Reconfigurable intelligent surface (RIS)-assisted transmission and space...
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01/14/2021
Image deblurring based on lightweight multi-information fusion network
Recently, deep learning based image deblurring has been well developed. ...
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01/06/2021
Statistical CSI Based Hybrid mmWave MIMO-NOMA with Max-Min Fairness
Non-orthogonal multiple access (NOMA) and millimeter wave (mmWave) are t...
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11/08/2020
An HVS-Oriented Saliency Map Prediction Modeling
Visual attention is one of the most significant characteristics for sele...
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10/21/2020
Enhanced User Grouping and Power Allocation for Hybrid mmWave MIMO-NOMA systems
Non-orthogonal multiple access (NOMA) and millimeter wave (mmWave) are t...
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09/02/2020
Single-RF MIMO: From Spatial Modulation to Metasurface-Based Modulation
In multiple-input multiple-output (MIMO), multiple radio frequency (RF) ...
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06/07/2020
Siamese Keypoint Prediction Network for Visual Object Tracking
Visual object tracking aims to estimate the location of an arbitrary tar...
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04/04/2020
Deep Reinforcement Learning for Fog Computing-based Vehicular System with Multi-operator Support
This paper studies the potential performance improvement that can be ach...
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04/04/2020
Minimizing Age-of-Information for Fog Computing-supported Vehicular Networks with Deep Q-learning
Connected vehicular network is one of the key enablers for next generati...
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03/30/2020
AliCoCo: Alibaba E-commerce Cognitive Concept Net
One of the ultimate goals of e-commerce platforms is to satisfy various ...
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03/14/2020
Rapid Whole Slide Imaging via Learning-based Two-shot Virtual Autofocusing
Whole slide imaging (WSI) is an emerging technology for digital patholog...
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03/14/2020