Jie Li

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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
Image Fine-grained Inpainting

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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
Direct and indirect reinforcement learning

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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it

Jie Li

Featured Co-authors