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09/15/2023
Salient Object Detection in Optical Remote Sensing Images Driven by Transformer
Existing methods for Salient Object Detection in Optical Remote Sensing ...
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06/27/2023
No-Service Rail Surface Defect Segmentation via Normalized Attention and Dual-scale Interaction
No-service rail surface defect (NRSD) segmentation is an essential way f...
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05/25/2023
Deep Neural Networks in Video Human Action Recognition: A Review
Currently, video behavior recognition is one of the most foundational ta...
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05/15/2023
Shared and Private Information Learning in Multimodal Sentiment Analysis with Deep Modal Alignment and Self-supervised Multi-Task Learning
Designing an effective representation learning method for multimodal sen...
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05/12/2023
Multimodal Sentiment Analysis: A Survey
Multimodal sentiment analysis has become an important research area in t...
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03/07/2023
SGDA: Towards 3D Universal Pulmonary Nodule Detection via Slice Grouped Domain Attention
Lung cancer is the leading cause of cancer death worldwide. The best sol...
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01/07/2023
Lightweight Salient Object Detection in Optical Remote Sensing Images via Semantic Matching and Edge Alignment
Recently, relying on convolutional neural networks (CNNs), many methods ...
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11/28/2022
Towards Reliable Item Sampling for Recommendation Evaluation
Since Rendle and Krichene argued that commonly used sampling-based evalu...
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11/04/2022
Fradulent User Detection Via Behavior Information Aggregation Network (BIAN) On Large-Scale Financial Social Network
Financial frauds cause billions of losses annually and yet it lacks effi...
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11/02/2022
Singing Voice Synthesis with Vibrato Modeling and Latent Energy Representation
This paper proposes an expressive singing voice synthesis system by intr...
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10/26/2022
RGB-T Semantic Segmentation with Location, Activation, and Sharpening
Semantic segmentation is important for scene understanding. To address t...
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10/18/2022
Few-Shot Learning of Compact Models via Task-Specific Meta Distillation
We consider a new problem of few-shot learning of compact models. Meta-l...
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08/08/2022
DeepTLS: comprehensive and high-performance feature extraction for encrypted traffic
Feature extraction is critical for TLS traffic analysis using machine le...
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07/15/2022
FRAS: Federated Reinforcement Learning empowered Adaptive Point Cloud Video Streaming
Point cloud video transmission is challenging due to high encoding/decod...
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07/05/2022
Vision-based Uneven BEV Representation Learning with Polar Rasterization and Surface Estimation
In this work, we propose PolarBEV for vision-based uneven BEV representa...
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05/27/2022
Autonomous Smart Grid Fault Detection
Smart grid plays a crucial role for the smart society and the upcoming c...
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04/19/2022
Equity in Resident Crowdsourcing: Measuring Under-reporting without Ground Truth Data
Modern city governance relies heavily on crowdsourcing (or "co-productio...
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03/25/2022
Adjacent Context Coordination Network for Salient Object Detection in Optical Remote Sensing Images
Salient object detection (SOD) in optical remote sensing images (RSIs), ...
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01/29/2022
Spherical Convolution empowered FoV Prediction in 360-degree Video Multicast with Limited FoV Feedback
Field of view (FoV) prediction is critical in 360-degree video multicast...
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01/20/2022
Lightweight Salient Object Detection in Optical Remote Sensing Images via Feature Correlation
Salient object detection in optical remote sensing images (ORSI-SOD) has...
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12/22/2021
Deep Reinforcement Learning for Optimal Power Flow with Renewables Using Spatial-Temporal Graph Information
Renewable energy resources (RERs) have been increasingly integrated into...
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12/17/2021
An Online Orchestration Mechanism for General-Purpose Edge Computing
In recent years, the fast development of mobile communications and cloud...
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12/02/2021
Multi-Content Complementation Network for Salient Object Detection in Optical Remote Sensing Images
In the computer vision community, great progresses have been achieved in...
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11/04/2021
A QoE Model in Point Cloud Video Streaming
Point cloud video has been widely used by augmented reality (AR) and vir...
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08/24/2021
Spatio-Temporal Self-Attention Network for Video Saliency Prediction
3D convolutional neural networks have achieved promising results for vid...
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07/20/2021
Adaptive Streaming of 360 Videos with Perfect, Imperfect, and Unknown FoV Viewing Probabilities in Wireless Networks
This paper investigates adaptive streaming of one or multiple tiled 360 ...
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07/19/2021
Test-optional Policies: Overcoming Strategic Behavior and Informational Gaps
Due to the Covid-19 pandemic, more than 500 US-based colleges and univer...
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06/20/2021
On Sampling Top-K Recommendation Evaluation
Recently, Rendle has warned that the use of sampling-based top-k metrics...
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05/27/2021
Towards a Better Understanding of Linear Models for Recommendation
Recently, linear regression models, such as EASE and SLIM, have shown to...
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04/13/2021
Optimal Transmission of Multi-Quality Tiled 360 VR Video in MIMO-OFDMA Systems
In this paper, we study the optimal transmission of a multi-quality tile...
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03/02/2021
On Estimating Recommendation Evaluation Metrics under Sampling
Since the recent study (Krichene and Rendle 2020) done by Krichene and R...
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02/09/2021
Referring Segmentation in Images and Videos with Cross-Modal Self-Attention Network
We consider the problem of referring segmentation in images and videos w...
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01/22/2021
Personal Fixations-Based Object Segmentation with Object Localization and Boundary Preservation
As a natural way for human-computer interaction, fixation provides a pro...
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10/27/2020
Large Deviation principles of Realized Laplace Transform of Volatility
Under scenario of high frequency data, consistent estimator of realized ...
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09/02/2020
Optimal Wireless Streaming of Multi-Quality 360 VR Video by Exploiting Natural, Relative Smoothness-enabled and Transcoding-enabled Multicast Opportunities
In this paper, we would like to investigate optimal wireless streaming o...
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09/02/2020
Optimal Streaming of 360 VR Videos with Perfect, Imperfect and Unknown FoV Viewing Probabilities
In this paper, we investigate wireless streaming of multi-quality tiled ...
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07/21/2020
Edgeworth corrections for spot volatility estimator
We develop Edgeworth expansion theory for spot volatility estimator unde...
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07/09/2020
Cross-Modal Weighting Network for RGB-D Salient Object Detection
Depth maps contain geometric clues for assisting Salient Object Detectio...
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04/21/2020
WiFE: WiFi and Vision based Intelligent Facial-Gesture Emotion Recognition
Emotion is an essential part of Artificial Intelligence (AI) and human m...
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04/14/2020
Evolution Features and Behavior Characters of Friendship Networks on Campus Life
Analyzing and mining students' behaviors and interactions from big data ...
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04/12/2020
Large-scale Real-time Personalized Similar Product Recommendations
Similar product recommendation is one of the most common scenes in e-com...
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01/30/2020
Dual Convolutional LSTM Network for Referring Image Segmentation
We consider referring image segmentation. It is a problem at the interse...
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01/10/2020
QoE-driven Coupled Uplink and Downlink Rate Adaptation for 360-degree Video Live Streaming
360-degree video provides an immersive 360-degree viewing experience and...
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01/07/2020
Optimal Transmission of Multi-Quality Tiled 360 VR Video by Exploiting Multicast Opportunities
In this paper, we would like to investigate fundamental impacts of multi...
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01/06/2020
Joint Communication and Computational Resource Allocation for QoE-driven Point Cloud Video Streaming
Point cloud video is the most popular representation of hologram, which ...
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12/28/2019
Optimal Multi-View Video Transmission in OFDMA Systems
In this letter, we study the transmission of a multi-view video (MVV) to...
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09/26/2019
Elastic deep learning in multi-tenant GPU cluster
Multi-tenant GPU clusters are common nowadays due to the huge success of...
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08/27/2019
EmoSense: Computational Intelligence Driven Emotion Sensing via Wireless Channel Data
Emotion is well-recognized as a distinguished symbol of human beings, an...
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08/14/2019
WiFi-based Real-time Breathing and Heart Rate Monitoring during Sleep
Good quality sleep is essential for good health and sleep monitoring bec...
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08/12/2019