b'Jing Zhang'

Active Learning to Classify Macromolecular Structures in situ for Less Supervision in Cryo-Electron Tomography

Motivation: Cryo-Electron Tomography (cryo-ET) is a 3D bioimaging tool t...
02/24/2021 ∙ by Xuefeng Du, et al. ∙ 0 ∙ share

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Multi-Stage Transmission Line Flow Control Using Centralized and Decentralized Reinforcement Learning Agents

Planning future operational scenarios of bulk power systems that meet se...
02/16/2021 ∙ by Xiumin Shang, et al. ∙ 0 ∙ share

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Recommending Courses in MOOCs for Jobs: An Auto Weak Supervision Approach

The proliferation of massive open online courses (MOOCs) demands an effe...
12/28/2020 ∙ by Bowen Hao, et al. ∙ 0 ∙ share

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Memory-Gated Recurrent Networks

The essence of multivariate sequential learning is all about how to extr...
12/24/2020 ∙ by Yaquan Zhang, et al. ∙ 8 ∙ share

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Residual Matrix Product State for Machine Learning

Tensor network (TN), which originates from quantum physics, shows broad ...
12/22/2020 ∙ by Ye-Ming Meng, et al. ∙ 0 ∙ share

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Progressive One-shot Human Parsing

Prior human parsing models are limited to parsing humans into classes pr...
12/22/2020 ∙ by Haoyu He, et al. ∙ 0 ∙ share

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SPOC learner's final grade prediction based on a novel sampling batch normalization embedded neural network method

Recent years have witnessed the rapid growth of Small Private Online Cou...
12/15/2020 ∙ by Zhuonan Liang, et al. ∙ 0 ∙ share

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COAD: Contrastive Pre-training with Adversarial Fine-tuning for Zero-shot Expert Linking

Expert finding, a popular service provided by many online websites such ...
12/14/2020 ∙ by Bo Chen, et al. ∙ 0 ∙ share

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Pre-Training Graph Neural Networks for Cold-Start Users and Items Representation

Cold-start problem is a fundamental challenge for recommendation tasks. ...
12/13/2020 ∙ by Bowen Hao, et al. ∙ 0 ∙ share

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Uncertainty-Aware Deep Calibrated Salient Object Detection

Existing deep neural network based salient object detection (SOD) method...
12/10/2020 ∙ by Jing Zhang, et al. ∙ 13 ∙ share

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3D Guided Weakly Supervised Semantic Segmentation

Pixel-wise clean annotation is necessary for fully-supervised semantic s...
12/01/2020 ∙ by Weixuan Sun, et al. ∙ 0 ∙ share

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SIR: Self-supervised Image Rectification via Seeing the Same Scene from Multiple Different Lenses

Deep learning has demonstrated its power in image rectification by lever...
11/30/2020 ∙ by Jinlong Fan, et al. ∙ 5 ∙ share

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DUT: Learning Video Stabilization by Simply Watching Unstable Videos

We propose a Deep Unsupervised Trajectory-based stabilization framework ...
11/30/2020 ∙ by Yufei Xu, et al. ∙ 0 ∙ share

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Inter-layer Transition in Neural Architecture Search

Differential Neural Architecture Search (NAS) methods represent the netw...
11/30/2020 ∙ by Benteng Ma, et al. ∙ 0 ∙ share

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Empowering Things with Intelligence: A Survey of the Progress, Challenges, and Opportunities in Artificial Intelligence of Things

In the Internet of Things (IoT) era, billions of sensors and devices col...
11/17/2020 ∙ by Jing Zhang, et al. ∙ 41 ∙ share

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End-to-end Animal Image Matting

Extracting accurate foreground animals from natural animal images benefi...
10/30/2020 ∙ by Jizhizi Li, et al. ∙ 0 ∙ share

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Neural-Symbolic Reasoning on Knowledge Graphs

Knowledge graph reasoning is the fundamental component to support machin...
10/12/2020 ∙ by Jing Zhang, et al. ∙ 35 ∙ share

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Uncertainty Inspired RGB-D Saliency Detection

We propose the first stochastic framework to employ uncertainty for RGB-...
09/07/2020 ∙ by Jing Zhang, et al. ∙ 11 ∙ share

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MLBF-Net: A Multi-Lead-Branch Fusion Network for Multi-Class Arrhythmia Classification Using 12-Lead ECG

Automatic arrhythmia detection using 12-lead electrocardiogram (ECG) sig...
08/17/2020 ∙ by Jing Zhang, et al. ∙ 2 ∙ share

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Nighttime Dehazing with a Synthetic Benchmark

Increasing the visibility of nighttime hazy images is challenging becaus...
08/10/2020 ∙ by Jing Zhang, et al. ∙ 11 ∙ share

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Generative networks as inverse problems with fractional wavelet scattering networks

Deep learning is a hot research topic in the field of machine learning m...
07/28/2020 ∙ by Jiasong Wu, et al. ∙ 13 ∙ share

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Learning Noise-Aware Encoder-Decoder from Noisy Labels by Alternating Back-Propagation for Saliency Detection

In this paper, we propose a noise-aware encoder-decoder framework to dis...
07/23/2020 ∙ by Jing Zhang, et al. ∙ 15 ∙ share

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Structured Massive Access for Scalable Cell-Free Massive MIMO Systems

How to meet the demand for increasing number of users, higher data rates...
06/18/2020 ∙ by Shuaifei Chen, et al. ∙ 0 ∙ share

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GCC: Graph Contrastive Coding for Graph Neural Network Pre-Training

Graph representation learning has emerged as a powerful technique for re...
06/17/2020 ∙ by Jiezhong Qiu, et al. ∙ 0 ∙ share

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Condensing Two-stage Detection with Automatic Object Key Part Discovery

Modern two-stage object detectors generally require excessively large mo...
06/10/2020 ∙ by Zhe Chen, et al. ∙ 0 ∙ share

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Cox regression analysis for distorted covariates with an unknown distortion function

We study inference for censored survival data where some covariates are ...
06/02/2020 ∙ by Yanyan Liu, et al. ∙ 0 ∙ share

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Unsupervised Domain Expansion from Multiple Sources

Given an existing system learned from previous source domains, it is des...
05/26/2020 ∙ by Jing Zhang, et al. ∙ 5 ∙ share

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Gleason Score Prediction using Deep Learning in Tissue Microarray Image

Prostate cancer (PCa) is one of the most common cancers in men around th...
05/11/2020 ∙ by Yi-hong Zhang, et al. ∙ 0 ∙ share

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Multi-Target Deep Learning for Algal Detection and Classification

Water quality has a direct impact on industry, agriculture, and public h...
05/07/2020 ∙ by Peisheng Qian, et al. ∙ 11 ∙ share

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Knowledge Graph Embedding with Linear Representation for Link Prediction

Knowledge graph (KG) embedding aims to represent entities and relations ...
04/21/2020 ∙ by Yanhui Peng, et al. ∙ 6 ∙ share

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Vectorial ball Prolate spheroidal wave functions with the divergence free constraint

In this paper, we introduce one family of vectorial prolate spheroidal w...
04/08/2020 ∙ by Jing Zhang, et al. ∙ 0 ∙ share

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Active Learning Approach to Optimization of Experimental Control

In this work we present a general machine learning based scheme to optim...
03/26/2020 ∙ by Yadong Wu, et al. ∙ 0 ∙ share

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Weakly-Supervised Salient Object Detection via Scribble Annotations

Compared with laborious pixel-wise dense labeling, it is much easier to ...
03/17/2020 ∙ by Jing Zhang, et al. ∙ 5 ∙ share

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Registration of multi-view point sets under the perspective of expectation-maximization

Registration of multi-view point sets is a prerequisite for 3D model rec...
02/18/2020 ∙ by Jihua Zhu, et al. ∙ 9 ∙ share

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A regression-based method for detecting publication bias in multivariate meta-analysis

Publication bias occurs when the publication of research results depends...
02/12/2020 ∙ by Chuan Hong, et al. ∙ 0 ∙ share

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Towards High Performance Human Keypoint Detection

Human keypoint detection from a single image is very challenging due to ...
02/03/2020 ∙ by Jing Zhang, et al. ∙ 10 ∙ share

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Ensemble emotion recognizing with multiple modal physiological signals

Physiological signals that provide the objective repression of human aff...
01/01/2020 ∙ by Jing Zhang, et al. ∙ 4 ∙ share

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Grapy-ML: Graph Pyramid Mutual Learning for Cross-dataset Human Parsing

Human parsing, or human body part semantic segmentation, has been an act...
11/27/2019 ∙ by Haoyu He, et al. ∙ 4 ∙ 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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RAKA:Co-training of Relationships and Attributes for Cross-lingual Knowledge Alignment

Cross-lingual knowledge alignment suffers from the attribute heterogenei...
10/29/2019 ∙ by Bo Chen, et al. ∙ 0 ∙ share

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Category Anchor-Guided Unsupervised Domain Adaptation for Semantic Segmentation

Unsupervised domain adaptation (UDA) aims to enhance the generalization ...
10/29/2019 ∙ by Qiming Zhang, et al. ∙ 0 ∙ share

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Human Keypoint Detection by Progressive Context Refinement

Human keypoint detection from a single image is very challenging due to ...
10/27/2019 ∙ by Jing Zhang, et al. ∙ 0 ∙ share

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Conversion Rate Prediction via Post-Click Behaviour Modeling

Effective and efficient recommendation is crucial for modern e-commerce ...
10/15/2019 ∙ by Hong Wen, et al. ∙ 0 ∙ share

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MIOpen: An Open Source Library For Deep Learning Primitives

Deep Learning has established itself to be a common occurrence in the bu...
09/30/2019 ∙ by Jehandad Khan, et al. ∙ 71 ∙ share

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Optimal Sliced Latin Hypercube Designs with Slices of Arbitrary Run Sizes

Sliced Latin hypercube designs (SLHDs) are widely used in computer exper...
08/06/2019 ∙ by Jing Zhang, et al. ∙ 0 ∙ share

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Semi-Supervised Graph Embedding for Multi-Label Graph Node Classification

The graph convolution network (GCN) is a widely-used facility to realize...
07/12/2019 ∙ by Kaisheng Gao, et al. ∙ 0 ∙ share

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FAMED-Net: A Fast and Accurate Multi-scale End-to-end Dehazing Network

Single image dehazing is a critical image pre-processing step for subseq...
06/11/2019 ∙ by Jing Zhang, et al. ∙ 3 ∙ share

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Computer-aided Detection of Squamous Carcinoma of the Cervix in Whole Slide Images

Goal: Squamous cell carcinoma of cervix is one of the most prevalent can...
05/27/2019 ∙ by Ye Tian, et al. ∙ 0 ∙ share

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TurboNet: A Model-driven DNN Decoder Based on Max-Log-MAP Algorithm for Turbo Code

This paper presents TurboNet, a novel model-driven deep learning (DL) ar...
05/25/2019 ∙ by Yunfeng He, et al. ∙ 0 ∙ share

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Deep Learning Based on Orthogonal Approximate Message Passing for CP-Free OFDM

Channel estimation and signal detection are very challenging for an orth...
05/04/2019 ∙ by Jing Zhang, et al. ∙ 0 ∙ share

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Jing Zhang

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