Wei Zhang

Velocity Regulation of 3D Bipedal Walking Robots with Uncertain Dynamics Through Adaptive Neural Network Controller

This paper presents a neural-network based adaptive feedback control str...
08/02/2020 ∙ by Guillermo A. Castillo, et al. ∙ 0 ∙ share

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Cyber-Resilient Transactive Energy System Design over Insecure Communication Links

In this paper, the privacy and security issues associated with transacti...
08/01/2020 ∙ by Yang Lu, et al. ∙ 0 ∙ share

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Momentum Q-learning with Finite-Sample Convergence Guarantee

Existing studies indicate that momentum ideas in conventional optimizati...
07/30/2020 ∙ by Bowen Weng, et al. ∙ 8 ∙ share

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Research Progress of Convolutional Neural Network and its Application in Object Detection

With the improvement of computer performance and the increase of data vo...
07/27/2020 ∙ by Wei Zhang, et al. ∙ 3 ∙ share

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CurveLane-NAS: Unifying Lane-Sensitive Architecture Search and Adaptive Point Blending

We address the curve lane detection problem which poses more realistic c...
07/23/2020 ∙ by Hang Xu, et al. ∙ 6 ∙ share

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Classes Matter: A Fine-grained Adversarial Approach to Cross-domain Semantic Segmentation

Despite great progress in supervised semantic segmentation,a large perfo...
07/17/2020 ∙ by Haoran Wang, et al. ∙ 12 ∙ share

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Analysis of Q-learning with Adaptation and Momentum Restart for Gradient Descent

Existing convergence analyses of Q-learning mostly focus on the vanilla ...
07/15/2020 ∙ by Bowen Weng, et al. ∙ 0 ∙ share

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Automatic Image Labelling at Pixel Level

The performance of deep networks for semantic image segmentation largely...
07/15/2020 ∙ by Xiang Zhang, et al. ∙ 10 ∙ share

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Multi-future Merchant Transaction Prediction

The multivariate time series generated from merchant transaction history...
07/10/2020 ∙ by Chin-Chia Michael Yeh, et al. ∙ 0 ∙ share

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Segment as Points for Efficient Online Multi-Object Tracking and Segmentation

Current multi-object tracking and segmentation (MOTS) methods follow the...
07/03/2020 ∙ by Zhenbo Xu, et al. ∙ 9 ∙ share

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PointTrack++ for Effective Online Multi-Object Tracking and Segmentation

Multiple-object tracking and segmentation (MOTS) is a novel computer vis...
07/03/2020 ∙ by Zhenbo Xu, et al. ∙ 9 ∙ share

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GroupIM: A Mutual Information Maximization Framework for Neural Group Recommendation

We study the problem of making item recommendations to ephemeral groups,...
06/05/2020 ∙ by Aravind Sankar, et al. ∙ 0 ∙ share

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FP-Stereo: Hardware-Efficient Stereo Vision for Embedded Applications

Fast and accurate depth estimation, or stereo matching, is essential in ...
06/05/2020 ∙ by Jieru Zhao, et al. ∙ 3 ∙ share

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Map Generation from Large Scale Incomplete and Inaccurate Data Labels

Accurately and globally mapping human infrastructure is an important and...
05/20/2020 ∙ by Rui Zhang, et al. ∙ 57 ∙ share

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Learning from a Lightweight Teacher for Efficient Knowledge Distillation

Knowledge Distillation (KD) is an effective framework for compressing de...
05/19/2020 ∙ by Yuang Liu, et al. ∙ 23 ∙ share

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Towards QoS-Aware and Resource-Efficient GPU Microservices Based on Spatial Multitasking GPUs In Datacenters

While prior researches focus on CPU-based microservices, they are not ap...
05/05/2020 ∙ by Wei Zhang, et al. ∙ 0 ∙ share

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Adaptive Fractional Dilated Convolution Network for Image Aesthetics Assessment

To leverage deep learning for image aesthetics assessment, one critical ...
04/06/2020 ∙ by Qiuyu Chen, et al. ∙ 3 ∙ share

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Look-into-Object: Self-supervised Structure Modeling for Object Recognition

Most object recognition approaches predominantly focus on learning discr...
03/31/2020 ∙ by Mohan Zhou, et al. ∙ 6 ∙ share

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Multiple projection MCMC algorithms on submanifolds

We propose new Markov Chain Monte Carlo algorithms to sample probability...
03/20/2020 ∙ by Tony Lelièvre, et al. ∙ 0 ∙ share

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ZoomNet: Part-Aware Adaptive Zooming Neural Network for 3D Object Detection

3D object detection is an essential task in autonomous driving and robot...
03/01/2020 ∙ by Zhenbo Xu, et al. ∙ 6 ∙ share

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Distributed Training of Deep Neural Network Acoustic Models for Automatic Speech Recognition

The past decade has witnessed great progress in Automatic Speech Recogni...
02/24/2020 ∙ by Xiaodong Cui, et al. ∙ 0 ∙ share

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Syndrome-aware Herb Recommendation with Multi-Graph Convolution Network

Herb recommendation plays a crucial role in the therapeutic process of T...
02/20/2020 ∙ by Yuanyuan Jin, et al. ∙ 0 ∙ share

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Beyond Clicks: Modeling Multi-Relational Item Graph for Session-Based Target Behavior Prediction

Session-based target behavior prediction aims to predict the next item t...
02/19/2020 ∙ by Wen Wang, et al. ∙ 0 ∙ share

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CAUSE: Learning Granger Causality from Event Sequences using Attribution Methods

We study the problem of learning Granger causality between event types f...
02/18/2020 ∙ by Wei Zhang, et al. ∙ 10 ∙ share

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Map-less Navigation: A Single DRL-based Controller for Robots with Varied Dimensions

Deep reinforcement learning (DRL) has shown great potential in training ...
02/15/2020 ∙ by Wei Zhang, et al. ∙ 0 ∙ share

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Non-asymptotic Convergence of Adam-type Reinforcement Learning Algorithms under Markovian Sampling

Despite the wide applications of Adam in reinforcement learning (RL), th...
02/15/2020 ∙ by Huaqing Xiong, et al. ∙ 22 ∙ share

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Distributed Bayesian Matrix Decomposition for Big Data Mining and Clustering

Matrix decomposition is one of the fundamental tools to discover knowled...
02/10/2020 ∙ by Chihao Zhang, et al. ∙ 3 ∙ share

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Improving Efficiency in Large-Scale Decentralized Distributed Training

Decentralized Parallel SGD (D-PSGD) and its asynchronous variant Asynchr...
02/04/2020 ∙ by Wei Zhang, et al. ∙ 16 ∙ share

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Improving Domain-Adapted Sentiment Classification by Deep Adversarial Mutual Learning

Domain-adapted sentiment classification refers to training on a labeled ...
02/01/2020 ∙ by Qianming Xue, et al. ∙ 0 ∙ share

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An Immunology-Inspired Network Security Architecture

The coming 5G networks have been enabling the creation of a wide variety...
01/25/2020 ∙ by Quan Yu, et al. ∙ 0 ∙ share

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Towards Stabilizing Batch Statistics in Backward Propagation of Batch Normalization

Batch Normalization (BN) is one of the most widely used techniques in De...
01/19/2020 ∙ by Junjie Yan, et al. ∙ 20 ∙ share

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A Light Field Camera Calibration Method Using Sub-Aperture Related Bipartition Projection Model and 4D Corner Detection

Accurate calibration of intrinsic parameters of the light field (LF) cam...
01/11/2020 ∙ by Dongyang Jin, et al. ∙ 15 ∙ share

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URSA: Precise Capacity Planning and Contention-aware Scheduling for Public Clouds

Database platform-as-a-service (dbPaaS) is developing rapidly and a larg...
12/27/2019 ∙ by Ningxin Zheng, et al. ∙ 0 ∙ share

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Towards Better Understanding of Adaptive Gradient Algorithms in Generative Adversarial Nets

Adaptive gradient algorithms perform gradient-based updates using the hi...
12/26/2019 ∙ by Mingrui Liu, et al. ∙ 0 ∙ share

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Vision and Language: from Visual Perception to Content Creation

Vision and language are two fundamental capabilities of human intelligen...
12/26/2019 ∙ by Tao Mei, et al. ∙ 12 ∙ share

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Channel Fingerprint Based Beam Tracking for Millimeter Wave Communications

Beamforming structures with fixed beam codebooks provide economical solu...
12/25/2019 ∙ by Ruichen Deng, et al. ∙ 0 ∙ share

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Down to the Last Detail: Virtual Try-on with Detail Carving

Virtual try-on under arbitrary poses has attracted lots of research atte...
12/13/2019 ∙ by Jiahang Wang, et al. ∙ 10 ∙ share

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Zooming into Face Forensics: A Pixel-level Analysis

The stunning progress in face manipulation methods has made it possible ...
12/12/2019 ∙ by Jia Li, et al. ∙ 21 ∙ share

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Transparent Classification with Multilayer Logical Perceptrons and Random Binarization

Models with transparent inner structure and high classification performa...
12/10/2019 ∙ by Zhuo Wang, et al. ∙ 21 ∙ share

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Attentive Representation Learning with Adversarial Training for Short Text Clustering

Short text clustering has far-reaching effects on semantic analysis, sho...
12/08/2019 ∙ by Wei Zhang, et al. ∙ 0 ∙ share

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AutoBlock: A Hands-off Blocking Framework for Entity Matching

Entity matching seeks to identify data records over one or multiple data...
12/07/2019 ∙ by Wei Zhang, et al. ∙ 0 ∙ share

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Improving Neural Relation Extraction with Positive and Unlabeled Learning

We present a novel approach to improve the performance of distant superv...
11/28/2019 ∙ by Zhengqiu He, et al. ∙ 0 ∙ share

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Progressive Retinex: Mutually Reinforced Illumination-Noise Perception Network for Low Light Image Enhancement

Contrast enhancement and noise removal are coupled problems for low-ligh...
11/26/2019 ∙ by Yang Wang, et al. ∙ 20 ∙ share

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Learning Efficient Video Representation with Video Shuffle Networks

3D CNN shows its strong ability in learning spatiotemporal representatio...
11/26/2019 ∙ by Pingchuan Ma, et al. ∙ 25 ∙ share

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SM-NAS: Structural-to-Modular Neural Architecture Search for Object Detection

The state-of-the-art object detection method is complicated with various...
11/22/2019 ∙ by Lewei Yao, et al. ∙ 39 ∙ share

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Furnishing Your Room by What You See: An End-to-End Furniture Set Retrieval Framework with Rich Annotated Benchmark Dataset

Understanding interior scenes has attracted enormous interest in compute...
11/21/2019 ∙ by Bingyuan Liu, et al. ∙ 9 ∙ share

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Knowledge Graph Alignment Network with Gated Multi-hop Neighborhood Aggregation

Graph neural networks (GNNs) have emerged as a powerful paradigm for emb...
11/20/2019 ∙ by Zequn Sun, et al. ∙ 19 ∙ share

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Optimal Control of a Differentially Flat 2D Spring-Loaded Inverted Pendulum Model

This paper considers the optimal control problem of an extended spring-l...
11/17/2019 ∙ by Hua Chen, et al. ∙ 0 ∙ share

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Convolutional Neural Network for Convective Storm Nowcasting Using 3D Doppler Weather Radar Data

Convective storms are one of the severe weather hazards found during the...
11/14/2019 ∙ by Lei Han, et al. ∙ 10 ∙ share

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Language Model-Driven Unsupervised Neural Machine Translation

Unsupervised neural machine translation(NMT) is associated with noise an...
11/10/2019 ∙ by Wei Zhang, et al. ∙ 0 ∙ share

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Wei Zhang

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