Yi Yu

Functional Linear Regression with Mixed Predictors

We consider a general functional linear regression model, allowing for b...
12/01/2020 ∙ by Daren Wang, et al. ∙ 0 ∙ share

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MTM Dataset for Joint Representation Learning among Sheet Music, Lyrics, and Musical Audio?

We introduce the music Ternary Modalities Dataset (MTM Dataset), which i...
12/01/2020 ∙ by Donghuo Zeng, et al. ∙ 0 ∙ share

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Automatic Neural Lyrics and Melody Composition

In this paper, we propose a technique to address the most challenging as...
11/12/2020 ∙ by Gurunath Reddy Madhumani, et al. ∙ 0 ∙ share

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A review on minimax rates in change point detection and localisation

This paper reviews recent developments in fundamental limits and optimal...
11/03/2020 ∙ by Yi Yu, et al. ∙ 0 ∙ share

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Localizing Changes in High-Dimensional Regression Models

This paper addresses the problem of localizing change points in high-dim...
10/20/2020 ∙ by Alessandro Rinaldo, et al. ∙ 0 ∙ share

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Conditional Hybrid GAN for Sequence Generation

Conditional sequence generation aims to instruct the generation procedur...
09/18/2020 ∙ by Yi Yu, et al. ∙ 5 ∙ share

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Sparsity-Aware SSAF Algorithm with Individual Weighting Factors for Acoustic Echo Cancellation

In this paper, we propose and analyze the sparsity-aware sign subband ad...
09/18/2020 ∙ by Yi Yu, et al. ∙ 0 ∙ share

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PAI-BPR: Personalized Outfit Recommendation Scheme with Attribute-wise Interpretability

Fashion is an important part of human experience. Events such as intervi...
08/04/2020 ∙ by Dikshant Sagar, et al. ∙ 4 ∙ share

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Unsupervised Generative Adversarial Alignment Representation for Sheet music, Audio and Lyrics

Sheet music, audio, and lyrics are three main modalities during writing ...
07/29/2020 ∙ by Donghuo Zeng, et al. ∙ 0 ∙ share

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Localising change points in piecewise polynomials of general degrees

In this paper we are concerned with a sequence of univariate random vari...
07/20/2020 ∙ by Yi Yu, et al. ∙ 0 ∙ share

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Detecting Abrupt Changes in High-Dimensional Self-Exciting Poisson Processes

High-dimensional self-exciting point processes have been widely used in ...
06/05/2020 ∙ by Daren Wang, et al. ∙ 0 ∙ share

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Graph matching beyond perfectly-overlapping Erdős–Rényi random graphs

Graph matching is a fruitful area in terms of both algorithms and theori...
06/05/2020 ∙ by Yaofang Hu, et al. ∙ 0 ∙ share

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A Note on Online Change Point Detection

Online change point detection is originated in sequential analysis, whic...
06/05/2020 ∙ by Yi Yu, et al. ∙ 0 ∙ share

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End-to-end Named Entity Recognition from English Speech

Named entity recognition (NER) from text has been a widely studied probl...
05/22/2020 ∙ by Hemant Yadav, et al. ∙ 0 ∙ share

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C3VQG: Category Consistent Cyclic Visual Question Generation

Visual Question Generation (VQG) is the task of generating natural quest...
05/15/2020 ∙ by Shagun Uppal, et al. ∙ 1 ∙ share

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Music Artist Classification with WaveNet Classifier for Raw Waveform Audio Data

Models for music artist classification usually were operated in the freq...
04/09/2020 ∙ by Xulong Zhang, et al. ∙ 0 ∙ share

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Comparison for Improvements of Singing Voice Detection System Based on Vocal Separation

Singing voice detection is the task to identify the frames which contain...
04/08/2020 ∙ by Xulong Zhang, et al. ∙ 0 ∙ share

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Text2FaceGAN: Face Generation from Fine Grained Textual Descriptions

Powerful generative adversarial networks (GAN) have been developed to au...
11/26/2019 ∙ by Osaid Rehman Nasir, et al. ∙ 19 ∙ share

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Change point localization in dependent dynamic nonparametric random dot product graphs

In this paper, we study the change point localization problem in a seque...
11/18/2019 ∙ by Oscar Hernan Madrid Padilla, et al. ∙ 0 ∙ share

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Optimal nonparametric multivariate change point detection and localization

We study the multivariate nonparametric change point detection problem, ...
10/29/2019 ∙ by Oscar Hernan Madrid Padilla, et al. ∙ 0 ∙ share

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Localizing Changes in High-Dimensional Vector Autoregressive Processes

Autoregressive models capture stochastic processes in which past realiza...
09/12/2019 ∙ by Daren Wang, et al. ∙ 0 ∙ share

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Conditional LSTM-GAN for Melody Generation from Lyrics

Melody generation from lyrics has been a challenging research issue in t...
08/15/2019 ∙ by Yi Yu, et al. ∙ 6 ∙ share

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Audio-Visual Embedding for Cross-Modal MusicVideo Retrieval through Supervised Deep CCA

Deep learning has successfully shown excellent performance in learning j...
08/10/2019 ∙ by Donghuo Zeng, et al. ∙ 0 ∙ share

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Personalized Music Recommendation with Triplet Network

Since many online music services emerged in recent years so that effecti...
08/10/2019 ∙ by Haoting Liang, et al. ∙ 0 ∙ share

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Deep Triplet Neural Networks with Cluster-CCA for Audio-Visual Cross-modal Retrieval

Cross-modal retrieval aims to retrieve data in one modality by a query i...
08/10/2019 ∙ by Donghuo Zeng, et al. ∙ 0 ∙ share

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Social Influence-based Attentive Mavens Mining and Aggregative Representation Learning for Group Recommendation

Frequent group activities of human beings have become an indispensable p...
08/10/2019 ∙ by Peipei Wang, et al. ∙ 0 ∙ share

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Radio Frequency Fingerprint Identification Based on Denoising Autoencoders

Radio Frequency Fingerprinting (RFF) is one of the promising passive aut...
07/20/2019 ∙ by Jiabao Yu, et al. ∙ 0 ∙ share

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Optimal nonparametric change point detection and localization

We study change point detection and localization for univariate data in ...
05/24/2019 ∙ by Oscar Hernan Madrid Padilla, et al. ∙ 0 ∙ share

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Ensemble Super-Resolution with A Reference Dataset

By developing sophisticated image priors or designing deep(er) architect...
05/12/2019 ∙ by Junjun Jiang, et al. ∙ 0 ∙ share

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Spectral Analysis of High-dimensional Time Series

A useful approach for analysing multiple time series is via characterisi...
10/26/2018 ∙ by Mark Fiecas, et al. ∙ 0 ∙ share

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Univariate Mean Change Point Detection: Penalization, CUSUM and Optimality

The problem of univariate mean change point detection and localization b...
10/22/2018 ∙ by Daren Wang, et al. ∙ 0 ∙ share

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Event History Analysis of Dynamic Communication Networks

Statistical analysis on networks has received growing attention due to d...
10/08/2018 ∙ by Tony Sit, et al. ∙ 0 ∙ share

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Optimal Change Point Detection and Localization in Sparse Dynamic Networks

We study the problem of change point detection and localization in dynam...
09/25/2018 ∙ by Daren Wang, et al. ∙ 0 ∙ share

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Deep Knowledge Tracing and Dynamic Student Classification for Knowledge Tracing

In Intelligent Tutoring System (ITS), tracing the student's knowledge st...
09/24/2018 ∙ by Sein Minn, et al. ∙ 0 ∙ share

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Context-Patch Face Hallucination Based on Thresholding Locality-constrained Representation and Reproducing Learning

Face hallucination is a technique that reconstruct high-resolution (HR) ...
09/03/2018 ∙ by Junjun Jiang, et al. ∙ 0 ∙ share

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Deep Learning of Human Perception in Audio Event Classification

In this paper, we introduce our recent studies on human perception in au...
09/03/2018 ∙ by Yi Yu, et al. ∙ 0 ∙ share

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Deep CNN Denoiser and Multi-layer Neighbor Component Embedding for Face Hallucination

Most of the current face hallucination methods, whether they are shallow...
06/28/2018 ∙ by Junjun Jiang, et al. ∙ 4 ∙ share

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Category-Based Deep CCA for Fine-Grained Venue Discovery from Multimodal Data

In this work, travel destination and business location are taken as venu...
05/08/2018 ∙ by Yi Yu, et al. ∙ 0 ∙ share

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Link prediction for interdisciplinary collaboration via co-authorship network

We analyse the Publication and Research (PURE) data set of University of...
03/16/2018 ∙ by Haeran Cho, et al. ∙ 0 ∙ share

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Confidence intervals for high-dimensional Cox models

The purpose of this paper is to construct confidence intervals for the r...
03/03/2018 ∙ by Yi Yu, et al. ∙ 0 ∙ share

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Optimal Covariance Change Point Detection in High Dimension

We study the problem of change point detection for covariance matrices i...
12/28/2017 ∙ by Daren Wang, et al. ∙ 0 ∙ share

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Towards Deep Modeling of Music Semantics using EEG Regularizers

Modeling of music audio semantics has been previously tackled through le...
12/14/2017 ∙ by Francisco Raposo, et al. ∙ 0 ∙ share

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Deep Cross-Modal Correlation Learning for Audio and Lyrics in Music Retrieval

Little research focuses on cross-modal correlation learning where tempor...
11/24/2017 ∙ by Yi Yu, et al. ∙ 0 ∙ share

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Two improved normalized subband adaptive filter algorithms with good robustness against impulsive interferences

To improve the robustness of subband adaptive filter (SAF) against impul...
12/16/2015 ∙ by Yi Yu, et al. ∙ 0 ∙ share

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How Many Communities Are There?

Stochastic blockmodels and variants thereof are among the most widely us...
12/04/2014 ∙ by Diego Franco Saldana, et al. ∙ 0 ∙ share

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APPLE: Approximate Path for Penalized Likelihood Estimators

In high-dimensional data analysis, penalized likelihood estimators are s...
11/02/2012 ∙ by Yi Yu, et al. ∙ 0 ∙ share

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Yi Yu

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