Jian Wu

ResNeXt and Res2Net Structure for Speaker Verification

ResNet-based architecture has been widely adopted as the speaker embeddi...
07/06/2020 ∙ by Tianyan Zhou, et al. ∙ 0 ∙ share

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Speaker diarization with session-level speaker embedding refinement using graph neural networks

Deep speaker embedding models have been commonly used as a building bloc...
05/22/2020 ∙ by Jixuan Wang, et al. ∙ 6 ∙ share

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UNet 3+: A Full-Scale Connected UNet for Medical Image Segmentation

Recently, a growing interest has been seen in deep learning-based semant...
04/19/2020 ∙ by Huimin Huang, et al. ∙ 57 ∙ share

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Continuous speech separation: dataset and analysis

This paper describes a dataset and protocols for evaluating continuous s...
01/30/2020 ∙ by Zhuo Chen, et al. ∙ 0 ∙ share

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Audio-visual Recognition of Overlapped speech for the LRS2 dataset

Automatic recognition of overlapped speech remains a highly challenging ...
01/06/2020 ∙ by Jianwei Yu, et al. ∙ 0 ∙ share

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Query Auto Completion for Math Formula Search

Query Auto Completion (QAC) is among the most appealing features of a we...
12/09/2019 ∙ by Shaurya Rohatgi, et al. ∙ 0 ∙ share

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Method and Dataset Mining in Scientific Papers

Literature analysis facilitates researchers better understanding the dev...
11/29/2019 ∙ by Rujing Yao, et al. ∙ 0 ∙ share

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Multi-Modal Attention Network Learning for Semantic Source Code Retrieval

Code retrieval techniques and tools have been playing a key role in faci...
09/30/2019 ∙ by Yao Wan, et al. ∙ 0 ∙ share

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Dunhuang Grottoes Painting Dataset and Benchmark

This document introduces the background and the usage of the Dunhuang Gr...
07/10/2019 ∙ by Tianxiu Yu, et al. ∙ 0 ∙ share

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Cleaning Noisy and Heterogeneous Metadata for Record Linking Across Scholarly Big Datasets

Automatically extracted metadata from scholarly documents in PDF formats...
06/20/2019 ∙ by Athar Sefid, et al. ∙ 0 ∙ share

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A comprehensive study of speech separation: spectrogram vs waveform separation

Speech separation has been studied widely for single-channel close-talk ...
05/17/2019 ∙ by Fahimeh Bahmaninezhad, et al. ∙ 0 ∙ share

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X2CT-GAN: Reconstructing CT from Biplanar X-Rays with Generative Adversarial Networks

Computed tomography (CT) can provide a 3D view of the patient's internal...
05/16/2019 ∙ by Xingde Ying, et al. ∙ 0 ∙ share

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End-to-End Multi-Channel Speech Separation

The end-to-end approach for single-channel speech separation has been st...
05/15/2019 ∙ by Rongzhi Gu, et al. ∙ 0 ∙ share

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Personalized Context-aware Re-ranking for E-commerce Recommender Systems

Ranking is a core task in E-commerce recommender systems, which aims at ...
04/15/2019 ∙ by Changhua Pei, et al. ∙ 0 ∙ share

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BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer

Modeling users' dynamic and evolving preferences from their historical b...
04/14/2019 ∙ by Fei Sun, et al. ∙ 0 ∙ share

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Improved Speaker-Dependent Separation for CHiME-5 Challenge

This paper summarizes several follow-up contributions for improving our ...
04/08/2019 ∙ by Jian Wu, et al. ∙ 0 ∙ share

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Time Domain Audio Visual Speech Separation

Audio-visual multi-modal modeling has been demonstrated to be effective ...
04/07/2019 ∙ by Jian Wu, et al. ∙ 0 ∙ share

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Practical Multi-fidelity Bayesian Optimization for Hyperparameter Tuning

Bayesian optimization is popular for optimizing time-consuming black-box...
03/12/2019 ∙ by Jian Wu, et al. ∙ 12 ∙ share

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Improving Automatic Source Code Summarization via Deep Reinforcement Learning

Code summarization provides a high level natural language description of...
11/17/2018 ∙ by Yao Wan, et al. ∙ 0 ∙ share

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Improved Dynamic Memory Network for Dialogue Act Classification with Adversarial Training

Dialogue Act (DA) classification is a challenging problem in dialogue in...
11/12/2018 ∙ by Yao Wan, et al. ∙ 0 ∙ share

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Learned Iterative Decoding for Lossy Image Compression Systems

For lossy image compression systems, we develop an algorithm called iter...
03/15/2018 ∙ by Alexander G. Ororbia, et al. ∙ 0 ∙ share

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A Hierarchical Recurrent Neural Network for Symbolic Melody Generation

In recent years, neural networks have been used to generate music pieces...
12/14/2017 ∙ by Jian Wu, et al. ∙ 0 ∙ share

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A Broad Learning Approach for Context-Aware Mobile Application Recommendation

With the rapid development of mobile apps, the availability of a large n...
09/11/2017 ∙ by Tingting Liang, et al. ∙ 0 ∙ share

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Discretization-free Knowledge Gradient Methods for Bayesian Optimization

This paper studies Bayesian ranking and selection (R&S) problems with co...
07/20/2017 ∙ by Jian Wu, et al. ∙ 0 ∙ share

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Bayesian Optimization with Gradients

Bayesian optimization has been successful at global optimization of expe...
03/13/2017 ∙ by Jian Wu, et al. ∙ 0 ∙ share

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The Parallel Knowledge Gradient Method for Batch Bayesian Optimization

In many applications of black-box optimization, one can evaluate multipl...
06/14/2016 ∙ by Jian Wu, et al. ∙ 0 ∙ share

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Multi-modal Fusion for Diabetes Mellitus and Impaired Glucose Regulation Detection

Effective and accurate diagnosis of Diabetes Mellitus (DM), as well as i...
04/12/2016 ∙ by Jinxing Li, et al. ∙ 0 ∙ share

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Jian Wu

Featured Co-authors

Philip S. Yu

Jun Zhu

Yi Zhang

Dong Yu

Jun Liu

Andrew Gordon Wilson

Yong Xu

Zhou Zhao

Jinyu Li

Zhuo Chen

David Zhang

ResNeXt and Res2Net Structure for Speaker Verification

Speaker diarization with session-level speaker embedding refinement using graph neural networks

UNet 3+: A Full-Scale Connected UNet for Medical Image Segmentation

Continuous speech separation: dataset and analysis

Audio-visual Recognition of Overlapped speech for the LRS2 dataset

Query Auto Completion for Math Formula Search

Method and Dataset Mining in Scientific Papers

Multi-Modal Attention Network Learning for Semantic Source Code Retrieval

Dunhuang Grottoes Painting Dataset and Benchmark

Cleaning Noisy and Heterogeneous Metadata for Record Linking Across Scholarly Big Datasets

A comprehensive study of speech separation: spectrogram vs waveform separation

X2CT-GAN: Reconstructing CT from Biplanar X-Rays with Generative Adversarial Networks

End-to-End Multi-Channel Speech Separation

Personalized Context-aware Re-ranking for E-commerce Recommender Systems

BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer

Improved Speaker-Dependent Separation for CHiME-5 Challenge

Time Domain Audio Visual Speech Separation

Practical Multi-fidelity Bayesian Optimization for Hyperparameter Tuning

Improving Automatic Source Code Summarization via Deep Reinforcement Learning

Improved Dynamic Memory Network for Dialogue Act Classification with Adversarial Training

Learned Iterative Decoding for Lossy Image Compression Systems

A Hierarchical Recurrent Neural Network for Symbolic Melody Generation

A Broad Learning Approach for Context-Aware Mobile Application Recommendation

Discretization-free Knowledge Gradient Methods for Bayesian Optimization

Bayesian Optimization with Gradients

The Parallel Knowledge Gradient Method for Batch Bayesian Optimization

Multi-modal Fusion for Diabetes Mellitus and Impaired Glucose Regulation Detection