Jie Li

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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Robust Semi-Supervised Monocular Depth Estimation with Reprojected Distances

Dense depth estimation from a single image is a key problem in computer ...
10/04/2019 ∙ by Vitor Guizilini, et al. ∙ 7 ∙ share

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Two Stream Networks for Self-Supervised Ego-Motion Estimation

Learning depth and camera ego-motion from raw unlabeled RGB video stream...
10/04/2019 ∙ by Rares Ambrus, et al. ∙ 0 ∙ share

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ViLiVO: Virtual LiDAR-Visual Odometry for an Autonomous Vehicle with a Multi-Camera System

In this paper, we present a multi-camera visual odometry (VO) system for...
09/30/2019 ∙ by Zhenzhen Xiang, et al. ∙ 19 ∙ share

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Private Information Retrieval from MDS Array Codes with (Near-) Optimal Repair Bandwidth

Private information retrieval (PIR) is the problem of privately retrievi...
09/23/2019 ∙ by Jie Li, et al. ∙ 0 ∙ share

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Boosting Real-Time Driving Scene Parsing with Shared Semantics

Real-time scene parsing is a fundamental feature for autonomous driving ...
09/16/2019 ∙ by Zhenzhen Xiang, et al. ∙ 5 ∙ share

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The Design and Implementation of a Real Time Visual Search System on JD E-commerce Platform

We present the design and implementation of a visual search system for r...
08/19/2019 ∙ by Jie Li, et al. ∙ 0 ∙ share

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SleepGuardian: An RF-based Healthcare System Guarding Your Sleep from Afar

The ever accelerating process of urbanization urges more and more popula...
08/12/2019 ∙ by Yu Gu, et al. ∙ 0 ∙ share

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PosNeg-Balanced Anchors with Aligned Features for Single-Shot Object Detection

We introduce a novel single-shot object detector to ease the imbalance o...
08/09/2019 ∙ by Qiankun Tang, et al. ∙ 1 ∙ share

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Progressive Perception-Oriented Network for Single Image Super-Resolution

Recently, it has been shown that deep neural networks can significantly ...
07/24/2019 ∙ by Zheng Hui, et al. ∙ 3 ∙ share

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Reconstructing Perceived Images from Brain Activity by Visually-guided Cognitive Representation and Adversarial Learning

Reconstructing perceived images based on brain signals measured with fun...
06/27/2019 ∙ by Ziqi Ren, et al. ∙ 8 ∙ share

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Refined-Segmentation R-CNN: A Two-stage Convolutional Neural Network for Punctate White Matter Lesion Segmentation in Preterm Infants

Accurate segmentation of punctate white matter lesion (PWML) in infantil...
06/24/2019 ∙ by Yalong Liu, et al. ∙ 15 ∙ share

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A sparse annotation strategy based on attention-guided active learning for 3D medical image segmentation

3D image segmentation is one of the most important and ubiquitous proble...
06/18/2019 ∙ by Zhenxi Zhang, et al. ∙ 10 ∙ share

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An Attention-Guided Deep Regression Model for Landmark Detection in Cephalograms

Cephalometric tracing method is usually used in orthodontic diagnosis an...
06/17/2019 ∙ by Zhusi Zhong, et al. ∙ 0 ∙ share

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Enhancement of Power Equipment Management Using Knowledge Graph

Accurate retrieval of the power equipment information plays an important...
04/28/2019 ∙ by Yachen Tang, et al. ∙ 0 ∙ share

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No-Reference Quality Assessment of Contrast-Distorted Images using Contrast Enhancement

No-reference image quality assessment (NR-IQA) aims to measure the image...
04/18/2019 ∙ by Jia Yan, et al. ∙ 0 ∙ share

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Shared Predictive Cross-Modal Deep Quantization

With explosive growth of data volume and ever-increasing diversity of da...
04/16/2019 ∙ by Erkun Yang, et al. ∙ 0 ∙ share

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Short-term Load Forecasting at Different Aggregation Levels with Predictability Analysis

Short-term load forecasting (STLF) is essential for the reliable and eco...
03/26/2019 ∙ by Yayu Peng, et al. ∙ 0 ∙ share

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RGBD Based Dimensional Decomposition Residual Network for 3D Semantic Scene Completion

RGB images differentiate from depth images as they carry more details ab...
03/02/2019 ∙ by Jie Li, et al. ∙ 0 ∙ share

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A Systematic Construction of MDS Codes with Small Sub-packetization Level and Near Optimal Repair Bandwidth

In the literature, all the known high-rate MDS codes with the optimal re...
01/24/2019 ∙ by Jie Li, et al. ∙ 0 ∙ share

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A Note on the Transformation to Enable Optimal Repair in MDS Codes for Distributed Storage Systems

For high-rate maximum distance separable (MDS) codes, most early constru...
01/18/2019 ∙ by Jie Li, et al. ∙ 0 ∙ share

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Energy-Efficient Thermal Comfort Control in Smart Buildings via Deep Reinforcement Learning

Heating, Ventilation, and Air Conditioning (HVAC) is extremely energy-co...
01/15/2019 ∙ by Guanyu Gao, et al. ∙ 8 ∙ share

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Learning to Fuse Things and Stuff

We propose an end-to-end learning approach for panoptic segmentation, a ...
12/04/2018 ∙ by Jie Li, et al. ∙ 0 ∙ share

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Universal Perturbation Attack Against Image Retrieval

Despite the remarkable success, deep learning models have shown to be vu...
12/03/2018 ∙ by Jie Li, et al. ∙ 0 ∙ share

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Improving Gated Recurrent Unit Based Acoustic Modeling with Batch Normalization and Enlarged Context

The use of future contextual information is typically shown to be helpfu...
11/26/2018 ∙ by Jie Li, et al. ∙ 0 ∙ share

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Jie Li

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