Long Chen

Lightweight Single-Image Super-Resolution Network with Attentive Auxiliary Feature Learning

Despite convolutional network-based methods have boosted the performance...
11/13/2020 ∙ by Xuehui Wang, et al. ∙ 0 ∙ share

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Multi-View Adaptive Fusion Network for 3D Object Detection

3D object detection based on LiDAR-camera fusion is becoming an emerging...
11/02/2020 ∙ by Guojun Wang, et al. ∙ 3 ∙ share

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SWIPENET: Object detection in noisy underwater images

In recent years, deep learning based object detection methods have achie...
10/19/2020 ∙ by Long Chen, et al. ∙ 0 ∙ share

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AIM 2020 Challenge on Efficient Super-Resolution: Methods and Results

This paper reviews the AIM 2020 challenge on efficient single image supe...
09/15/2020 ∙ by Kai Zhang, et al. ∙ 6 ∙ share

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Ref-NMS: Breaking Proposal Bottlenecks in Two-Stage Referring Expression Grounding

The prevailing framework for solving referring expression grounding is b...
09/03/2020 ∙ by Long Chen, et al. ∙ 2 ∙ share

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Detection perceptual underwater image enhancement with deep learning and physical priors

Underwater image enhancement, as a pre-processing step to improve the ac...
08/21/2020 ∙ by Long Chen, et al. ∙ 4 ∙ share

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The Adaptability and Challenges of Autonomous Vehicles to Pedestrians in Urban China

China is the world's largest automotive market and is ambitious for auto...
07/27/2020 ∙ by Ke Wang, et al. ∙ 0 ∙ share

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Defining Digital Quadruplets in the Cyber-Physical-Social Space for Parallel Driving

Parallel driving is a novel framework to synthesize vehicle intelligence...
07/26/2020 ∙ by Teng Liu, et al. ∙ 4 ∙ share

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Convergence and optimality of an adaptive modified weak Galerkin finite element method

An adaptive modified weak Galerkin method (AmWG) for an elliptic problem...
07/25/2020 ∙ by Yingying Xie, et al. ∙ 0 ∙ share

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Finite elements for divdiv-conforming symmetric tensors in three dimensions

Two types of finite element spaces on a tetrahedron are constructed for ...
07/24/2020 ∙ by Long Chen, et al. ∙ 0 ∙ share

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Digital Quadruplets for Cyber-Physical-Social Systems based Parallel Driving: From Concept to Applications

Digital quadruplets aiming to improve road safety, traffic efficiency, a...
07/21/2020 ∙ by Teng Liu, et al. ∙ 13 ∙ share

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Deep Learning Based Brain Tumor Segmentation: A Survey

Brain tumor segmentation is a challenging problem in medical image analy...
07/18/2020 ∙ by Zhihua Liu, et al. ∙ 46 ∙ share

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Comparison of Different Methods for Time Sequence Prediction in Autonomous Vehicles

As a combination of various kinds of technologies, autonomous vehicles c...
07/16/2020 ∙ by Teng Liu, et al. ∙ 2 ∙ share

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CANet: Context Aware Network for 3D Brain Tumor Segmentation

Automated segmentation of brain tumors in 3D magnetic resonance imaging ...
07/15/2020 ∙ by Zhihua Liu, et al. ∙ 25 ∙ share

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Improving Pixel Embedding Learning through Intermediate Distance Regression Supervision for Instance Segmentation

As a proposal-free approach, instance segmentation through pixel embeddi...
07/13/2020 ∙ by Yuli Wu, et al. ∙ 0 ∙ share

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CenterNet3D:An Anchor free Object Detector for Autonomous Driving

Accurate and fast 3D object detection from point clouds is a key task in...
07/13/2020 ∙ by Guojun Wang, et al. ∙ 40 ∙ share

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On Connections between Regularizations for Improving DNN Robustness

This paper analyzes regularization terms proposed recently for improving...
07/04/2020 ∙ by Yiwen Guo, et al. ∙ 1 ∙ share

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A Benchmark dataset for both underwater image enhancement and underwater object detection

Underwater image enhancement is such an important vision task due to its...
06/29/2020 ∙ by Long Chen, et al. ∙ 7 ∙ share

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Randomized Fast Subspace Descent Methods

Randomized Fast Subspace Descent (RFASD) Methods are developed and analy...
06/11/2020 ∙ by Long Chen, et al. ∙ 0 ∙ share

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Hierarchical Fashion Graph Network for Personalized Outfit Recommendation

Fashion outfit recommendation has attracted increasing attentions from o...
05/26/2020 ∙ by Xingchen Li, et al. ∙ 0 ∙ share

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Underwater object detection using Invert Multi-Class Adaboost with deep learning

In recent years, deep learning based methods have achieved promising per...
05/23/2020 ∙ by Long Chen, et al. ∙ 36 ∙ share

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Finite elements for divdiv-conforming symmetric tensors

Two types of finite element spaces on triangles are constructed for div-...
05/04/2020 ∙ by Long Chen, et al. ∙ 0 ∙ share

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In the Eyes of the Beholder: Sentiment and Topic Analyses on Social Media Use of Neutral and Controversial Terms for COVID-19

During the COVID-19 pandemic, "Chinese Virus" emerged as a controversial...
04/21/2020 ∙ by Long Chen, et al. ∙ 0 ∙ share

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MixNet: Multi-modality Mix Network for Brain Segmentation

Automated brain structure segmentation is important to many clinical qua...
04/21/2020 ∙ by Long Chen, et al. ∙ 20 ∙ share

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Instance Segmentation of Biomedical Images with an Object-aware Embedding Learned with Local Constraints

Automatic instance segmentation is a problem that occurs in many biomedi...
04/21/2020 ∙ by Long Chen, et al. ∙ 4 ∙ share

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A CNN Framenwork Based on Line Annotations for Detecting Nematodes in Microscopic Images

Plant parasitic nematodes cause damage to crop plants on a global scale....
04/21/2020 ∙ by Long Chen, et al. ∙ 16 ∙ share

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Deep Learning for Image and Point Cloud Fusion in Autonomous Driving: A Review

Autonomous vehicles are experiencing rapid development in the past few y...
04/10/2020 ∙ by Yaodong Cui, et al. ∙ 24 ∙ share

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Location-Enabled IoT (LE-IoT): A Survey of Positioning Techniques, Error Sources, and Mitigation

The Internet of Things (IoT) has started to empower the future of many i...
04/07/2020 ∙ by You Li, et al. ∙ 0 ∙ share

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Multi-Task Learning via Co-Attentive Sharing for Pedestrian Attribute Recognition

Learning to predict multiple attributes of a pedestrian is a multi-task ...
04/07/2020 ∙ by Haitian Zeng, et al. ∙ 8 ∙ share

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Distinguish Confusing Law Articles for Legal Judgment Prediction

Legal Judgment Prediction (LJP) is the task of automatically predicting ...
04/06/2020 ∙ by Nuo Xu, et al. ∙ 9 ∙ share

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Counterfactual Samples Synthesizing for Robust Visual Question Answering

Despite Visual Question Answering (VQA) has realized impressive progress...
03/14/2020 ∙ by Long Chen, et al. ∙ 5 ∙ share

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Cross-View Tracking for Multi-Human 3D Pose Estimation at over 100 FPS

Estimating 3D poses of multiple humans in real-time is a classic but sti...
03/09/2020 ∙ by Long Chen, et al. ∙ 9 ∙ share

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Transductive Zero-Shot Hashing for Multi-Label Image Retrieval

Hash coding has been widely used in approximate nearest neighbor search ...
11/17/2019 ∙ by Qin Zou, et al. ∙ 0 ∙ share

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Learning Lightweight Pedestrian Detector with Hierarchical Knowledge Distillation

It remains very challenging to build a pedestrian detection system for r...
09/20/2019 ∙ by Rui Chen, et al. ∙ 0 ∙ share

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Extreme Low Resolution Activity Recognition with Spatial-Temporal Attention Transfer

Extreme low-resolution(LR) activity recognition plays a vital role in pr...
09/09/2019 ∙ by Yucai Bai, et al. ∙ 0 ∙ share

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Exploiting Entity BIO Tag Embeddings and Multi-task Learning for Relation Extraction with Imbalanced Data

In practical scenario, relation extraction needs to first identify entit...
06/21/2019 ∙ by Wei Ye, et al. ∙ 0 ∙ share

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Detection and Tracking of Multiple Mice Using Part Proposal Networks

The study of mouse social behaviours has been increasingly undertaken in...
06/06/2019 ∙ by Zheheng Jiang, et al. ∙ 6 ∙ share

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MR-GNN: Multi-Resolution and Dual Graph Neural Network for Predicting Structured Entity Interactions

Predicting interactions between structured entities lies at the core of ...
05/23/2019 ∙ by Nuo Xu, et al. ∙ 0 ∙ share

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Robust Lane Detection from Continuous Driving Scenes Using Deep Neural Networks

Lane detection in driving scenes is an important module for autonomous v...
03/06/2019 ∙ by Qin Zou, et al. ∙ 0 ∙ share

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Towards Building the Semantic Map from a Monocular Camera with a Multi-task Network

In many robotic applications, especially for the autonomous driving, und...
01/17/2019 ∙ by Lei Fan, et al. ∙ 12 ∙ share

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Scene Dynamics: Counterfactual Critic Multi-Agent Training for Scene Graph Generation

Scene graphs -- objects as nodes and visual relationships as edges -- de...
12/06/2018 ∙ by Long Chen, et al. ∙ 6 ∙ share

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POEM: Pricing Longer for Edge Computing in the Device Cloud

Multiple access mobile edge computing has been proposed as a promising t...
12/05/2018 ∙ by Qiankun Yu, et al. ∙ 0 ∙ share

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Energy-Efficient Offloading in Mobile Edge Computing with Edge-Cloud Collaboration

Multiple access mobile edge computing is an emerging technique to bring ...
11/09/2018 ∙ by Xin Long, et al. ∙ 0 ∙ share

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Coalitional Game Based Carpooling Algorithms for Quality of Experience

Carpooling service is an effective solution to balance the limited numbe...
10/31/2018 ∙ by Jiale Huang, et al. ∙ 0 ∙ share

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COUSTIC: Combinatorial Double auction for Task Assignment in Device-to-Device Clouds

With the emerging technologies of Internet of Things (IOTs), the capabil...
10/25/2018 ∙ by Yutong Zhai, et al. ∙ 0 ∙ share

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Cross-Resolution Person Re-identification with Deep Antithetical Learning

Images with different resolutions are ubiquitous in public person re-ide...
10/24/2018 ∙ by Zijie Zhuang, et al. ∙ 0 ∙ share

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Real-time Multiple People Tracking with Deeply Learned Candidate Selection and Person Re-Identification

Online multi-object tracking is a fundamental problem in time-critical v...
09/12/2018 ∙ by Long Chen, et al. ∙ 0 ∙ share

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End-to-end driving simulation via angle branched network

Imitation learning for end-to-end autonomous driving has drawn attention...
05/19/2018 ∙ by Qing Wang, et al. ∙ 0 ∙ share

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QUICK: QoS-guaranteed Efficient Cloudlet Placement in Wireless Metropolitan Area Networks

This article defines the QoS-guaranteed efficient cloudlet deploy proble...
05/08/2018 ∙ by Long Chen, et al. ∙ 0 ∙ share

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Efficient Three-stage Auction Schemes for Cloudlets Deployment in Wireless Access Network

Cloudlet deployment and resource allocation for mobile users (MUs) have ...
04/04/2018 ∙ by Gangqiang Zhou, et al. ∙ 0 ∙ share

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Long Chen

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