Dong Wang

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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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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Anomaly Detection in Traffic Scenes via Spatial-aware Motion Reconstruction

Anomaly detection from a driver's perspective when driving is important ...
04/30/2019 ∙ by Yuan Yuan, et al. ∙ 10 ∙ 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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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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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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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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Medical Diagnosis From Laboratory Tests by Combining Generative and Discriminative Learning

A primary goal of computational phenotype research is to conduct medical...
11/12/2017 ∙ by Shiyue Zhang, et al. ∙ 0 ∙ share

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Memory Visualization for Gated Recurrent Neural Networks in Speech Recognition

Recurrent neural networks (RNNs) have shown clear superiority in sequenc...
09/28/2016 ∙ by Zhiyuan Tang, et al. ∙ 0 ∙ share

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Multi-task Recurrent Model for True Multilingual Speech Recognition

Research on multilingual speech recognition remains attractive yet chall...
09/27/2016 ∙ by Zhiyuan Tang, et al. ∙ 0 ∙ share

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Deep Speaker Vectors for Semi Text-independent Speaker Verification

Recent research shows that deep neural networks (DNNs) can be used to ex...
05/24/2015 ∙ by Lantian Li, et al. ∙ 0 ∙ share

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Learning Uncertain Convolutional Features for Accurate Saliency Detection

Deep convolutional neural networks (CNNs) have delivered superior perfor...
08/07/2017 ∙ by Pingping Zhang, et al. ∙ 0 ∙ share

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Amulet: Aggregating Multi-level Convolutional Features for Salient Object Detection

Fully convolutional neural networks (FCNs) have shown outstanding perfor...
08/07/2017 ∙ by Pingping Zhang, et al. ∙ 0 ∙ share

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AP16-OL7: A Multilingual Database for Oriental Languages and A Language Recognition Baseline

We present the AP16-OL7 database which was released as the training and ...
09/27/2016 ∙ by Dong Wang, et al. ∙ 0 ∙ share

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Weakly Supervised PLDA Training

PLDA is a popular normalization approach for the i-vector model, and it ...
09/27/2016 ∙ by Lantian Li, et al. ∙ 0 ∙ share

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An efficient iterative thresholding method for image segmentation

We proposed an efficient iterative thresholding method for multi-phase i...
08/04/2016 ∙ by Dong Wang, et al. ∙ 0 ∙ share

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Knowledge Transfer Pre-training

Pre-training is crucial for learning deep neural networks. Most of exist...
06/07/2015 ∙ by Zhiyuan Tang, et al. ∙ 0 ∙ share

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Recurrent Neural Network Training with Dark Knowledge Transfer

Recurrent neural networks (RNNs), particularly long short-term memory (L...
05/18/2015 ∙ by Zhiyuan Tang, et al. ∙ 0 ∙ share

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Bayesian Neighbourhood Component Analysis

Learning a good distance metric in feature space potentially improves th...
04/08/2016 ∙ by Dong Wang, et al. ∙ 0 ∙ share

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A Universal Update-pacing Framework For Visual Tracking

This paper proposes a novel framework to alleviate the model drift probl...
03/01/2016 ∙ by Zexi Hu, et al. ∙ 0 ∙ share

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Deep Representation of Facial Geometric and Photometric Attributes for Automatic 3D Facial Expression Recognition

In this paper, we present a novel approach to automatic 3D Facial Expres...
11/10/2015 ∙ by Huibin Li, et al. ∙ 0 ∙ share

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Unsupervised Feature Learning with C-SVDDNet

In this paper, we investigate the problem of learning feature representa...
12/23/2014 ∙ by Dong Wang, et al. ∙ 0 ∙ share

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Enhanced Neural Machine Translation by Learning from Draft

Neural machine translation (NMT) has recently achieved impressive result...
10/04/2017 ∙ by Aodong Li, et al. ∙ 0 ∙ share

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Memory-augmented Neural Machine Translation

Neural machine translation (NMT) has achieved notable success in recent ...
08/07/2017 ∙ by Yang Feng, et al. ∙ 0 ∙ share

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AP17-OLR Challenge: Data, Plan, and Baseline

We present the data profile and the evaluation plan of the second orient...
06/28/2017 ∙ by Zhiyuan Tang, et al. ∙ 0 ∙ share

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Memory-augmented Chinese-Uyghur Neural Machine Translation

Neural machine translation (NMT) has achieved notable performance recent...
06/27/2017 ∙ by Shiyue Zhang, et al. ∙ 0 ∙ share

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Deep Speaker Verification: Do We Need End to End?

End-to-end learning treats the entire system as a whole adaptable black ...
06/22/2017 ∙ by Dong Wang, et al. ∙ 0 ∙ share

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Cross-lingual Speaker Verification with Deep Feature Learning

Existing speaker verification (SV) systems often suffer from performance...
06/22/2017 ∙ by Lantian Li, et al. ∙ 0 ∙ share

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Speaker Recognition with Cough, Laugh and "Wei"

This paper proposes a speaker recognition (SRE) task with trivial speech...
06/22/2017 ∙ by Miao Zhang, et al. ∙ 0 ∙ share

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Flexible and Creative Chinese Poetry Generation Using Neural Memory

It has been shown that Chinese poems can be successfully generated by se...
05/10/2017 ∙ by Jiyuan Zhang, et al. ∙ 0 ∙ share

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Deep Speaker Feature Learning for Text-independent Speaker Verification

Recently deep neural networks (DNNs) have been used to learn speaker fea...
05/10/2017 ∙ by Lantian Li, et al. ∙ 0 ∙ share

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Phone-aware Neural Language Identification

Pure acoustic neural models, particularly the LSTM-RNN model, have shown...
05/09/2017 ∙ by Zhiyuan Tang, et al. ∙ 0 ∙ share

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Phonetic Temporal Neural Model for Language Identification

Deep neural models, particularly the LSTM-RNN model, have shown great po...
05/09/2017 ∙ by Zhiyuan Tang, et al. ∙ 0 ∙ share

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Can Machine Generate Traditional Chinese Poetry? A Feigenbaum Test

Recent progress in neural learning demonstrated that machines can do wel...
06/19/2016 ∙ by Qixin Wang, et al. ∙ 0 ∙ share

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Chinese Song Iambics Generation with Neural Attention-based Model

Learning and generating Chinese poems is a charming yet challenging task...
04/21/2016 ∙ by Qixin Wang, et al. ∙ 0 ∙ share

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Multi-task Recurrent Model for Speech and Speaker Recognition

Although highly correlated, speech and speaker recognition have been reg...
03/31/2016 ∙ by Zhiyuan Tang, et al. ∙ 0 ∙ share

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System Combination for Short Utterance Speaker Recognition

For text-independent short-utterance speaker recognition (SUSR), the per...
03/31/2016 ∙ by Lantian Li, et al. ∙ 0 ∙ share

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THCHS-30 : A Free Chinese Speech Corpus

Speech data is crucially important for speech recognition research. Ther...
12/07/2015 ∙ by Dong Wang, et al. ∙ 0 ∙ share

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Transfer Learning for Speech and Language Processing

Transfer learning is a vital technique that generalizes models trained f...
11/19/2015 ∙ by Dong Wang, et al. ∙ 0 ∙ share

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Learning from LDA using Deep Neural Networks

Latent Dirichlet Allocation (LDA) is a three-level hierarchical Bayesian...
08/05/2015 ∙ by Dongxu Zhang, et al. ∙ 0 ∙ share

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Relation Classification via Recurrent Neural Network

Deep learning has gained much success in sentence-level relation classif...
08/05/2015 ∙ by Dongxu Zhang, et al. ∙ 0 ∙ share

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Improved Deep Speaker Feature Learning for Text-Dependent Speaker Recognition

A deep learning approach has been proposed recently to derive speaker id...
06/28/2015 ∙ by Lantian Li, et al. ∙ 0 ∙ share

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Recognize Foreign Low-Frequency Words with Similar Pairs

Low-frequency words place a major challenge for automatic speech recogni...
06/16/2015 ∙ by Xi Ma, et al. ∙ 0 ∙ share

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Human and Machine Speaker Recognition Based on Short Trivial Events

Trivial events are ubiquitous in human to human conversations, e.g., cou...
11/15/2017 ∙ by Miao Zhang, et al. ∙ 0 ∙ share

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Full-info Training for Deep Speaker Feature Learning

In recent studies, it has shown that speaker patterns can be learned fro...
10/31/2017 ∙ by Lantian Li, et al. ∙ 0 ∙ share

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Agile Amulet: Real-Time Salient Object Detection with Contextual Attention

This paper proposes an Agile Aggregating Multi-Level feaTure framework (...
02/20/2018 ∙ by Pingping Zhang, et al. ∙ 0 ∙ share

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Non-rigid Object Tracking via Deep Multi-scale Spatial-Temporal Discriminative Saliency Maps

In this paper we propose an effective non-rigid object tracking method b...
02/22/2018 ∙ by Pingping Zhang, et al. ∙ 0 ∙ share

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Exploring Linear Relationship in Feature Map Subspace for ConvNets Compression

While the research on convolutional neural networks (CNNs) is progressin...
03/15/2018 ∙ by Dong Wang, et al. ∙ 0 ∙ share

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Software Engineering Solutions To Support Vertical Transportation

In this paper we introduce the core results of the project on visualisat...
12/13/2017 ∙ by Alber J. Christianto, et al. ∙ 0 ∙ share

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Correlation Tracking via Joint Discrimination and Reliability Learning

For visual tracking, an ideal filter learned by the correlation filter (...
04/24/2018 ∙ by Chong Sun, et al. ∙ 0 ∙ share

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Dong Wang

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