b'Jie Li'

Mixed Policy Gradient

Reinforcement learning (RL) has great potential in sequential decision-m...
02/23/2021 ∙ by Yang Guan, et al. ∙ 13 ∙ share

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Real-time tracking of COVID-19 and coronavirus research updates through text mining

The novel coronavirus (SARS-CoV-2) which causes COVID-19 is an ongoing p...
02/09/2021 ∙ by Yutong Jin, et al. ∙ 0 ∙ share

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Enhance Information Propagation for Graph Neural Network by Heterogeneous Aggregations

Graph neural networks are emerging as continuation of deep learning succ...
02/08/2021 ∙ by Dawei Leng, et al. ∙ 0 ∙ share

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DPointNet: A Density-Oriented PointNet for 3D Object Detection in Point Clouds

For current object detectors, the scale of the receptive field of featur...
02/07/2021 ∙ by Jie Li, et al. ∙ 0 ∙ share

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Heterogeneous Graph based Deep Learning for Biomedical Network Link Prediction

Multi-scale biomedical knowledge networks are expanding with emerging ex...
01/28/2021 ∙ by Jinjiang Guo, et al. ∙ 0 ∙ share

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Proxemics and Social Interactions in an Instrumented Virtual Reality Workshop

Virtual environments (VEs) can create collaborative and social spaces, w...
01/13/2021 ∙ by Julie Williamson, et al. ∙ 0 ∙ share

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Curvature-based Feature Selection with Application in Classifying Electronic Health Records

Electronic Health Records (EHRs) are widely applied in healthcare facili...
01/10/2021 ∙ by Zheming Zuo, et al. ∙ 9 ∙ share

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Probabilistic 3D Multi-Modal, Multi-Object Tracking for Autonomous Driving

Multi-object tracking is an important ability for an autonomous vehicle ...
12/26/2020 ∙ by Hsu-kuang Chiu, et al. ∙ 0 ∙ share

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Skeleton-based Approaches based on Machine Vision: A Survey

Recently, skeleton-based approaches have achieved rapid progress on the ...
12/23/2020 ∙ by Jie Li, et al. ∙ 0 ∙ share

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Anatomy of Multipath BGP Deployment in a Large ISP Network

Multipath routing is useful for networks to achieve load sharing among m...
12/14/2020 ∙ by Jie Li, et al. ∙ 0 ∙ share

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Sparse Single Sweep LiDAR Point Cloud Segmentation via Learning Contextual Shape Priors from Scene Completion

LiDAR point cloud analysis is a core task for 3D computer vision, especi...
12/07/2020 ∙ by Xu Yan, et al. ∙ 0 ∙ share

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Association: Remind Your GAN not to Forget

Neural networks are susceptible to catastrophic forgetting. They fail to...
11/27/2020 ∙ by Yi Gu, et al. ∙ 48 ∙ share

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Spectral Response Function Guided Deep Optimization-driven Network for Spectral Super-resolution

Hyperspectral images are crucial for many research works. Spectral super...
11/19/2020 ∙ by Jiang He, et al. ∙ 5 ∙ share

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Generative and Discriminative Learning for Distorted Image Restoration

Liquify is a common technique for image editing, which can be used for i...
11/11/2020 ∙ by Yi Gu, et al. ∙ 5 ∙ share

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Interpretable Detail-Fidelity Attention Network for Single Image Super-Resolution

Benefiting from the strong capabilities of deep CNNs for feature represe...
09/28/2020 ∙ by Yuanfei Huang, et al. ∙ 2 ∙ share

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A Framework of Randomized Selection Based Certified Defenses Against Data Poisoning Attacks

Neural network classifiers are vulnerable to data poisoning attacks, as ...
09/18/2020 ∙ by Ruoxin Chen, et al. ∙ 0 ∙ share

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A Density-Aware PointRCNN for 3D Objection Detection in Point Clouds

We present an improved version of PointRCNN for 3D object detection, in ...
09/11/2020 ∙ by Jie Li, et al. ∙ 0 ∙ share

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Extending Label Smoothing Regularization with Self-Knowledge Distillation

Inspired by the strong correlation between the Label Smoothing Regulariz...
09/11/2020 ∙ by Ji-Yue Wang, et al. ∙ 0 ∙ share

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A Light-Weight Object Detection Framework with FPA Module for Optical Remote Sensing Imagery

With the development of remote sensing technology, the acquisition of re...
09/07/2020 ∙ by Xi Gu, et al. ∙ 0 ∙ share

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Align Deep Features for Oriented Object Detection

The past decade has witnessed significant progress on detecting objects ...
08/21/2020 ∙ by Jiaming Han, et al. ∙ 5 ∙ share

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Phone2Cloud: Exploiting Computation Offloading for Energy Saving on Smartphones in Mobile Cloud Computing

With prosperity of applications on smartphones, energy saving for smartp...
08/09/2020 ∙ by Feng Xia, et al. ∙ 0 ∙ share

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Data Dissemination Using Interest Tree in Socially Aware Networking

Socially aware networking (SAN) exploits social characteristics of mobil...
08/09/2020 ∙ by Feng Xia, et al. ∙ 0 ∙ share

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PillarFlow: End-to-end Birds-eye-view Flow Estimation for Autonomous Driving

In autonomous driving, accurately estimating the state of surrounding ob...
08/03/2020 ∙ by Kuan-Hui Lee, et al. ∙ 4 ∙ share

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Ternary Policy Iteration Algorithm for Nonlinear Robust Control

The uncertainties in plant dynamics remain a challenge for nonlinear con...
07/14/2020 ∙ by Jie Li, et al. ∙ 0 ∙ share

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Balanced Symmetric Cross Entropy for Large Scale Imbalanced and Noisy Data

Deep convolution neural network has attracted many attentions in large-s...
07/03/2020 ∙ by Feifei Huang, et al. ∙ 0 ∙ share

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Weakly Supervised Temporal Action Localization with Segment-Level Labels

Temporal action localization presents a trade-off between test performan...
07/03/2020 ∙ by Xinpeng Ding, et al. ∙ 0 ∙ share

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Collaborative Boundary-aware Context Encoding Networks for Error Map Prediction

Medical image segmentation is usually regarded as one of the most import...
06/25/2020 ∙ by Zhenxi Zhang, et al. ∙ 0 ∙ share

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Multi-Margin based Decorrelation Learning for Heterogeneous Face Recognition

Heterogeneous face recognition (HFR) refers to matching face images acqu...
05/25/2020 ∙ by Bing Cao, et al. ∙ 0 ∙ share

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Projection Probability-Driven Black-Box Attack

Generating adversarial examples in a black-box setting retains a signifi...
05/08/2020 ∙ by Jie Li, et al. ∙ 0 ∙ share

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Anisotropic Convolutional Networks for 3D Semantic Scene Completion

As a voxel-wise labeling task, semantic scene completion (SSC) tries to ...
04/05/2020 ∙ by Jie Li, et al. ∙ 2 ∙ share

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Age of Information for Multicast Transmission with Fixed and Random Deadlines in IoT Systems

In this paper, we consider the multicast transmission of a real-time Int...
03/17/2020 ∙ by Jie Li, et al. ∙ 0 ∙ share

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A Big Data Enabled Channel Model for 5G Wireless Communication Systems

The standardization process of the fifth generation (5G) wireless commun...
02/28/2020 ∙ by Jie Huang, et al. ∙ 0 ∙ share

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Semantically-Guided Representation Learning for Self-Supervised Monocular Depth

Self-supervised learning is showing great promise for monocular depth es...
02/27/2020 ∙ by Vitor Guizilini, et al. ∙ 5 ∙ share

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3D Gated Recurrent Fusion for Semantic Scene Completion

This paper tackles the problem of data fusion in the semantic scene comp...
02/17/2020 ∙ by Yu Liu, et al. ∙ 0 ∙ share

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Facial Attribute Capsules for Noise Face Super Resolution

Existing face super-resolution (SR) methods mainly assume the input imag...
02/16/2020 ∙ by Jingwei Xin, et al. ∙ 16 ∙ share

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Video Face Super-Resolution with Motion-Adaptive Feedback Cell

Video super-resolution (VSR) methods have recently achieved a remarkable...
02/15/2020 ∙ by Jingwei Xin, et al. ∙ 6 ∙ share

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Image Fine-grained Inpainting

Image inpainting techniques have shown promising improvement with the as...
02/07/2020 ∙ by Zheng Hui, et al. ∙ 12 ∙ share

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On the Age of Information for Multicast Transmission with Hard Deadlines in IoT Systems

We consider the multicast transmission of a real-time Internet of Things...
02/06/2020 ∙ by Jie Li, et al. ∙ 0 ∙ share

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Depth Based Semantic Scene Completion with Position Importance Aware Loss

Semantic Scene Completion (SSC) refers to the task of inferring the 3D s...
01/29/2020 ∙ by Yu Liu, et al. ∙ 14 ∙ share

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Probabilistic 3D Multi-Object Tracking for Autonomous Driving

3D multi-object tracking is a key module in autonomous driving applicati...
01/16/2020 ∙ by Hsu-kuang Chiu, et al. ∙ 14 ∙ share

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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...
01/10/2020 ∙ by Jie Li, et al. ∙ 0 ∙ share

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Joint Communication and Computational Resource Allocation for QoE-driven Point Cloud Video Streaming

Point cloud video is the most popular representation of hologram, which ...
01/06/2020 ∙ by Jie Li, et al. ∙ 0 ∙ share

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Speaker-aware speech-transformer

Recently, end-to-end (E2E) models become a competitive alternative to th...
01/02/2020 ∙ by Zhiyun Fan, et al. ∙ 0 ∙ share

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Direct and indirect reinforcement learning

Reinforcement learning (RL) algorithms have been successfully applied to...
12/23/2019 ∙ by Yang Guan, et al. ∙ 0 ∙ share

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Mission Oriented Miniature Fixed-wing UAV Swarms: A Multi-layered and Distributed Architecture

UAV swarms have triggered wide concern due to their potential applicatio...
12/13/2019 ∙ by Zhihong Liu, et al. ∙ 0 ∙ share

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Real-Time Panoptic Segmentation from Dense Detections

Panoptic segmentation is a complex full scene parsing task requiring sim...
12/03/2019 ∙ by Rui Hou, et al. ∙ 0 ∙ share

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HighEr-Resolution Network for Image Demosaicing and Enhancing

Neural-networks based image restoration methods tend to use low-resoluti...
11/19/2019 ∙ by Kangfu Mei, et al. ∙ 9 ∙ share

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AIM 2019 Challenge on Real-World Image Super-Resolution: Methods and Results

This paper reviews the AIM 2019 challenge on real world super-resolution...
11/18/2019 ∙ by Andreas Lugmayr, et al. ∙ 12 ∙ share

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DeLottery: A Novel Decentralized Lottery System Based on Blockchain Technology

In this paper, we design DeLottery, a decentralized lottery system based...
11/06/2019 ∙ by Zhifeng Jia, et al. ∙ 0 ∙ share

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Trident Segmentation CNN: A Spatiotemporal Transformation CNN for Punctate White Matter Lesions Segmentation in Preterm Neonates

Accurate segmentation of punctate white matter lesions (PWML) in preterm...
10/22/2019 ∙ by Yalong Liu, et al. ∙ 0 ∙ share

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Jie Li

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