Zhongqin Wu

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Orthogonal Jacobian Regularization for Unsupervised Disentanglement in Image Generation

Unsupervised disentanglement learning is a crucial issue for understandi...
08/17/2021 ∙ by Yuxiang Wei, et al. ∙ 6 ∙ share

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UniCon: Unified Context Network for Robust Active Speaker Detection

We introduce a new efficient framework, the Unified Context Network (Uni...
08/05/2021 ∙ by Yuanhang Zhang, et al. ∙ 1 ∙ share

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Structured Multi-modal Feature Embedding and Alignment for Image-Sentence Retrieval

The current state-of-the-art image-sentence retrieval methods implicitly...
08/05/2021 ∙ by Xuri Ge, et al. ∙ 0 ∙ share

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Locality-aware Channel-wise Dropout for Occluded Face Recognition

Face recognition remains a challenging task in unconstrained scenarios, ...
07/20/2021 ∙ by Mingjie He, et al. ∙ 4 ∙ share

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Automatic Task Requirements Writing Evaluation via Machine Reading Comprehension

Task requirements (TRs) writing is an important question type in Key Eng...
07/15/2021 ∙ by Shiting Xu, et al. ∙ 0 ∙ share

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A Multimodal Machine Learning Framework for Teacher Vocal Delivery Evaluation

The quality of vocal delivery is one of the key indicators for evaluatin...
07/15/2021 ∙ by Hang Li, et al. ∙ 0 ∙ share

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Solving ESL Sentence Completion Questions via Pre-trained Neural Language Models

Sentence completion (SC) questions present a sentence with one or more b...
07/15/2021 ∙ by Qiongqiong Liu, et al. ∙ 0 ∙ share

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Multi-Task Learning based Online Dialogic Instruction Detection with Pre-trained Language Models

In this work, we study computational approaches to detect online dialogi...
07/15/2021 ∙ by Yang Hao, et al. ∙ 0 ∙ share

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Robust Learning for Text Classification with Multi-source Noise Simulation and Hard Example Mining

Many real-world applications involve the use of Optical Character Recogn...
07/15/2021 ∙ by Guowei Xu, et al. ∙ 0 ∙ share

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Towards the Memorization Effect of Neural Networks in Adversarial Training

Recent studies suggest that “memorization” is one important factor for o...
06/09/2021 ∙ by Han Xu, et al. ∙ 17 ∙ share

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Multi-Scale Attention Neural Network for Acoustic Echo Cancellation

Acoustic Echo Cancellation (AEC) plays a key role in speech interaction ...
05/31/2021 ∙ by Lu Ma, et al. ∙ 0 ∙ share

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Noise Classification Aided Attention-Based Neural Network for Monaural Speech Enhancement

This paper proposes an noise type classification aided attention-based n...
05/31/2021 ∙ by Lu Ma, et al. ∙ 0 ∙ share

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Multi-Scale Temporal Convolution Network for Classroom Voice Detection

Teaching with the cooperation of expert teacher and assistant teacher, w...
05/31/2021 ∙ by Lu Ma, et al. ∙ 0 ∙ share

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EchoFilter: End-to-End Neural Network for Acoustic Echo Cancellation

Acoustic Echo Cancellation (AEC) whose aim is to suppress the echo origi...
05/31/2021 ∙ by Lu Ma, et al. ∙ 0 ∙ share

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Pseudo-ISP: Learning Pseudo In-camera Signal Processing Pipeline from A Color Image Denoiser

The success of deep denoisers on real-world color photographs usually re...
03/18/2021 ∙ by Yue Cao, et al. ∙ 0 ∙ share

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AdvExpander: Generating Natural Language Adversarial Examples by Expanding Text

Adversarial examples are vital to expose the vulnerability of machine le...
12/18/2020 ∙ by Zhihong Shao, et al. ∙ 0 ∙ share

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Personalized Multimodal Feedback Generation in Education

The automatic evaluation for school assignments is an important applicat...
10/31/2020 ∙ by Haochen Liu, et al. ∙ 0 ∙ share

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Learning Fine-Grained Multimodal Alignment for Speech Emotion Recognition

Speech emotion recognition is a challenging task because the emotion exp...
10/24/2020 ∙ by Hang Li, et al. ∙ 0 ∙ share

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Mathematical Word Problem Generation from Commonsense Knowledge Graph and Equations

There is an increasing interest in the use of automatic mathematical wor...
10/13/2020 ∙ by Tianqiao Liu, et al. ∙ 0 ∙ share

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TAL EmotioNet Challenge 2020 Rethinking the Model Chosen Problem in Multi-Task Learning

This paper introduces our approach to the EmotioNet Challenge 2020. We p...
04/21/2020 ∙ by Pengcheng Wang, et al. ∙ 1 ∙ share

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Zhongqin Wu

Featured Co-authors

Jie Zhang

Wangmeng Zuo

Xiao Liu

Minlie Huang

Jiliang Tang

Hang Li

Shiguang Shan

Xilin Chen

Yuan Gao

Zitao Liu

Feng Xia

Orthogonal Jacobian Regularization for Unsupervised Disentanglement in Image Generation

UniCon: Unified Context Network for Robust Active Speaker Detection

Structured Multi-modal Feature Embedding and Alignment for Image-Sentence Retrieval

Locality-aware Channel-wise Dropout for Occluded Face Recognition

Automatic Task Requirements Writing Evaluation via Machine Reading Comprehension

A Multimodal Machine Learning Framework for Teacher Vocal Delivery Evaluation

Solving ESL Sentence Completion Questions via Pre-trained Neural Language Models

Multi-Task Learning based Online Dialogic Instruction Detection with Pre-trained Language Models

Robust Learning for Text Classification with Multi-source Noise Simulation and Hard Example Mining

Towards the Memorization Effect of Neural Networks in Adversarial Training

Multi-Scale Attention Neural Network for Acoustic Echo Cancellation

Noise Classification Aided Attention-Based Neural Network for Monaural Speech Enhancement

Multi-Scale Temporal Convolution Network for Classroom Voice Detection

EchoFilter: End-to-End Neural Network for Acoustic Echo Cancellation

Pseudo-ISP: Learning Pseudo In-camera Signal Processing Pipeline from A Color Image Denoiser

AdvExpander: Generating Natural Language Adversarial Examples by Expanding Text

Personalized Multimodal Feedback Generation in Education

Learning Fine-Grained Multimodal Alignment for Speech Emotion Recognition

Mathematical Word Problem Generation from Commonsense Knowledge Graph and Equations

TAL EmotioNet Challenge 2020 Rethinking the Model Chosen Problem in Multi-Task Learning