Dong Wang

Can We Trust Deep Speech Prior?

Recently, speech enhancement (SE) based on deep speech prior has attract...
11/04/2020 ∙ by Ying Shi, et al. ∙ 0 ∙ share

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Deep Speaker Vector Normalization with Maximum Gaussianality Training

Deep speaker embedding represents the state-of-the-art technique for spe...
10/30/2020 ∙ by Yunqi Cai, et al. ∙ 2 ∙ share

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Deep generative LDA

Linear discriminant analysis (LDA) is a popular tool for classification ...
10/30/2020 ∙ by Yunqi Cai, et al. ∙ 0 ∙ share

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Squeezing value of cross-domain labels: a decoupled scoring approach for speaker verification

Domain mismatch often occurs in real applications and causes serious per...
10/27/2020 ∙ by Lantian Li, et al. ∙ 0 ∙ share

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Deep generative factorization for speech signal

Various information factors are blended in speech signals, which forms t...
10/27/2020 ∙ by Haoran Sun, et al. ∙ 0 ∙ share

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Generating Large Convex Polytopes Directly on Point Clouds

In this paper, we present a method to efficiently generate large, free, ...
10/17/2020 ∙ by Xingguang Zhong, et al. ∙ 0 ∙ share

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Consistency of archetypal analysis

Archetypal analysis is an unsupervised learning method that uses a conve...
10/16/2020 ∙ by Braxton Osting, et al. ∙ 0 ∙ share

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Remarks on Optimal Scores for Speaker Recognition

In this article, we first establish the theory of optimal scores for spe...
10/10/2020 ∙ by Dong Wang, et al. ∙ 0 ∙ share

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Eigenvector distribution in the critical regime of BBP transition

In this paper, we study the random matrix model of Gaussian Unitary Ense...
09/28/2020 ∙ by Zhigang Bao, et al. ∙ 0 ∙ share

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Newcomer Candidate: Characterizing Contributions of a Novice Developer to GitHub

Context: To attract, onboard, and retain any new-comer in Open Source So...
08/06/2020 ∙ by Ifraz Rehman, et al. ∙ 0 ∙ share

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WANA: Symbolic Execution of Wasm Bytecode for Cross-Platform Smart Contract Vulnerability Detection

Many popular blockchain platforms are supporting smart contracts for bui...
07/30/2020 ∙ by Dong Wang, et al. ∙ 0 ∙ share

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Multispectral Pan-sharpening via Dual-Channel Convolutional Network with Convolutional LSTM Based Hierarchical Spatial-Spectral Feature Fusion

Multispectral pan-sharpening aims at producing a high resolution (HR) mu...
07/20/2020 ∙ by Dong Wang, et al. ∙ 0 ∙ share

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Jointly Modeling Motion and Appearance Cues for Robust RGB-T Tracking

In this study, we propose a novel RGB-T tracking framework by jointly mo...
07/04/2020 ∙ by Pengyu Zhang, et al. ∙ 1 ∙ share

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Alpha-Refine: Boosting Tracking Performance by Precise Bounding Box Estimation

In recent years, the multiple-stage strategy has become a popular trend ...
07/04/2020 ∙ by Bin Yan, et al. ∙ 6 ∙ share

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A Fast Algorithm for Geodesic Active Contours with Applications to Medical Image Segmentation

The geodesic active contour model (GAC) is a commonly used segmentation ...
07/01/2020 ∙ by Jun Ma, et al. ∙ 10 ∙ share

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Testing and Support Recovery of Correlation Structures for Matrix-Valued Observations with an Application to Stock Market Data

Estimation of the covariance matrix of asset returns is crucial to portf...
06/30/2020 ∙ by Xin Chen, et al. ∙ 0 ∙ share

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Privacy Risk and Preservation For COVID-19 Contact Tracing Apps

Contact tracing in the COVID-19 pandemic is key to prevent the further s...
06/27/2020 ∙ by Dong Wang, et al. ∙ 0 ∙ share

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Towards Privacy-aware Task Allocation in Social Sensing based Edge Computing Systems

With the advance in mobile computing, Internet of Things, and ubiquitous...
06/05/2020 ∙ by Daniel Zhang, et al. ∙ 0 ∙ share

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AP20-OLR Challenge: Three Tasks and Their Baselines

This paper introduces the fifth oriental language recognition (OLR) chal...
06/04/2020 ∙ by Zheng Li, et al. ∙ 0 ∙ share

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DASC: Towards A Road Damage-Aware Social-Media-Driven Car Sensing Framework for Disaster Response Applications

While vehicular sensor networks (VSNs) have earned the stature of a mobi...
06/04/2020 ∙ by Md Tahmid Rashid, et al. ∙ 10 ∙ share

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Improve bone age assessment by learning from anatomical local regions

Skeletal bone age assessment (BAA), as an essential imaging examination,...
05/27/2020 ∙ by Dong Wang, et al. ∙ 16 ∙ share

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An efficient iterative method for reconstructing surface from point clouds

Surface reconstruction from point clouds is a fundamental step in many a...
05/25/2020 ∙ by Dong Wang, et al. ∙ 42 ∙ share

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Conversational Word Embedding for Retrieval-Based Dialog System

Human conversations contain many types of information, e.g., knowledge, ...
04/28/2020 ∙ by Wentao Ma, et al. ∙ 0 ∙ share

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Stabilizing Training of Generative Adversarial Nets via Langevin Stein Variational Gradient Descent

Generative adversarial networks (GANs), famous for the capability of lea...
04/22/2020 ∙ by Dong Wang, et al. ∙ 4 ∙ share

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CovidSens: A Vision on Reliable Social Sensing based Risk Alerting Systems for COVID-19 Spread

With the spiraling pandemic of the Coronavirus Disease 2019 (COVID-19), ...
04/09/2020 ∙ by Md Tahmid Rashid, et al. ∙ 6 ∙ share

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Deep Normalization for Speaker Vectors

Deep speaker embedding has demonstrated state-of-the-art performance in ...
04/07/2020 ∙ by Yunqi Cai, et al. ∙ 0 ∙ share

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High-Performance Long-Term Tracking with Meta-Updater

Long-term visual tracking has drawn increasing attention because it is m...
04/01/2020 ∙ by Kenan Dai, et al. ∙ 10 ∙ share

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Cooling-Shrinking Attack: Blinding the Tracker with Imperceptible Noises

Adversarial attack of CNN aims at deceiving models to misbehave by addin...
03/21/2020 ∙ by Bin Yan, et al. ∙ 4 ∙ share

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Graph Representation Learning for Merchant Incentive Optimization in Mobile Payment Marketing

Mobile payment such as Alipay has been widely used in our daily lives. T...
02/27/2020 ∙ by Ziqi Liu, et al. ∙ 0 ∙ share

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Curriculum Audiovisual Learning

Associating sound and its producer in complex audiovisual scene is a cha...
01/26/2020 ∙ by Di Hu, et al. ∙ 6 ∙ share

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The Evolution of Code Review Research: A Systematic Mapping Study

Code Review (CR) is a cornerstone for Quality Assurance within software ...
11/20/2019 ∙ by Dong Wang, et al. ∙ 0 ∙ share

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Syntax-Infused Transformer and BERT models for Machine Translation and Natural Language Understanding

Attention-based models have shown significant improvement over tradition...
11/10/2019 ∙ by Dhanasekar Sundararaman, et al. ∙ 0 ∙ share

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ROI Pooled Correlation Filters for Visual Tracking

The ROI (region-of-interest) based pooling method performs pooling opera...
11/05/2019 ∙ by Yuxuan Sun, et al. ∙ 14 ∙ share

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CN-CELEB: a challenging Chinese speaker recognition dataset

Recently, researchers set an ambitious goal of conducting speaker recogn...
10/31/2019 ∙ by Yue Fan, et al. ∙ 0 ∙ share

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On Investigation of Unsupervised Speech Factorization Based on Normalization Flow

Speech signals are complex composites of various information, including ...
10/29/2019 ∙ by Haoran Sun, et al. ∙ 0 ∙ share

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GradNet: Gradient-Guided Network for Visual Object Tracking

The fully-convolutional siamese network based on template matching has s...
09/15/2019 ∙ by Peixia Li, et al. ∙ 17 ∙ share

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An Online Reinforcement Learning Approach to Quality-Cost-Aware Task Allocation for Multi-Attribute Social Sensing

Social sensing has emerged as a new sensing paradigm where humans (or de...
09/11/2019 ∙ by Yang Zhang, et al. ∙ 0 ∙ share

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'Skimming-Perusal' Tracking: A Framework for Real-Time and Robust Long-term Tracking

Compared with traditional short-term tracking, long-term tracking poses ...
09/04/2019 ∙ by Bin Yan, et al. ∙ 0 ∙ share

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VAE-based Domain Adaptation for Speaker Verification

Deep speaker embedding has achieved satisfactory performance in speaker ...
08/27/2019 ∙ by Xueyi Wang, et al. ∙ 0 ∙ share

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signADAM: Learning Confidences for Deep Neural Networks

In this paper, we propose a new first-order gradient-based algorithm to ...
07/21/2019 ∙ by Dong Wang, et al. ∙ 0 ∙ share

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Towards Reliable Online Clickbait Video Detection: A Content-Agnostic Approach

Online video sharing platforms (e.g., YouTube, Vimeo) have become an inc...
07/17/2019 ∙ by Lanyu Shang, et al. ∙ 0 ∙ share

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AP19-OLR Challenge: Three Tasks and Their Baselines

This paper introduces the fourth oriental language recognition (OLR) cha...
07/16/2019 ∙ by Zhiyuan Tang, et al. ∙ 0 ∙ share

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C^3 Framework: An Open-source PyTorch Code for Crowd Counting

This technical report attempts to provide efficient and solid kits addre...
07/05/2019 ∙ by Junyu Gao, et al. ∙ 0 ∙ share

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LMVP: Video Predictor with Leaked Motion Information

We propose a Leaked Motion Video Predictor (LMVP) to predict future fram...
06/24/2019 ∙ by Dong Wang, et al. ∙ 1 ∙ share

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A One-step Pruning-recovery Framework for Acceleration of Convolutional Neural Networks

Acceleration of convolutional neural network has received increasing att...
06/18/2019 ∙ by Dong Wang, et al. ∙ 0 ∙ share

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Exploiting Persona Information for Diverse Generation of Conversational Responses

In human conversations, due to their personalities in mind, people can e...
05/29/2019 ∙ by Haoyu Song, et al. ∙ 0 ∙ share

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A Gram-Gauss-Newton Method Learning Overparameterized Deep Neural Networks for Regression Problems

First-order methods such as stochastic gradient descent (SGD) are curren...
05/28/2019 ∙ by Tianle Cai, et al. ∙ 0 ∙ share

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When Social Sensing Meets Edge Computing: Vision and Challenges

This paper overviews the state of the art, research challenges, and futu...
05/18/2019 ∙ by Daniel, et al. ∙ 0 ∙ share

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Early Action Prediction with Generative Adversarial Networks

Action Prediction is aimed to determine what action is occurring in a vi...
04/30/2019 ∙ by Dong Wang, et al. ∙ 8 ∙ share

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Memory-Augmented Temporal Dynamic Learning for Action Recognition

Human actions captured in video sequences contain two crucial factors fo...
04/30/2019 ∙ by Yuan Yuan, et al. ∙ 0 ∙ share

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Dong Wang

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