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Network Representation Learning: From Traditional Feature Learning to Deep Learning


Mar 07, 2021
Ke Sun, Lei Wang, Bo Xu, Wenhong Zhao, Shyh Wei Teng, Feng Xia


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Thank you for Attention: A survey on Attention-based Artificial Neural Networks for Automatic Speech Recognition


Feb 14, 2021
Priyabrata Karmakar, Shyh Wei Teng, Guojun Lu

* Submitted to IEEE/ACM Trans. on Audio, Speech, and Language Processing 

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An Integrated Attribute Guided Dense Attention Model for Fine-Grained Generalized Zero-Shot Learning


Feb 05, 2021
Tasfia Shermin, Shyh Wei Teng, Ferdous Sohel, Manzur Murshed, Guojun Lu

* Under Review 

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Bidirectional Mapping Coupled GAN for Generalized Zero-Shot Learning


Dec 30, 2020
Tasfia Shermin, Shyh Wei Teng, Ferdous Sohel, Manzur Murshed, Guojun Lu


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Robust Image Classification Using A Low-Pass Activation Function and DCT Augmentation


Jul 18, 2020
Md Tahmid Hossain, Shyh Wei Teng, Ferdous Sohel, Guojun Lu


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Open Set Domain Adaptation with Multi-Classifier Adversarial Network


Jul 08, 2020
Tasfia Shermin, Guojun Lu, Shyh Wei Teng, Manzur Murshed, Ferdous Sohel


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Adversarial Open Set Domain Adaptation Based on Mutual Information


Jul 01, 2020
Tasfia Shermin, Guojun Lu, Ferdous Sohel, Shyh Wei Teng, Manzur Murshed


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Depth Augmented Networks with Optimal Fine-tuning


Mar 25, 2019
Tasfia Shermin, Manzur Murshed, Shyh Wei Teng, Guojun Lu

* 10 pages 

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Distortion Robust Image Classification using Deep Convolutional Neural Network with Discrete Cosine Transform


Nov 19, 2018
Md Tahmid Hossain, Shyh Wei Teng, Dengsheng Zhang, Suryani Lim, Guojun Lu


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An Efficient Transfer Learning Technique by Using Final Fully-Connected Layer Output Features of Deep Networks


Nov 19, 2018
Tasfia Shermin, Manzur Murshed, Guojun Lu, Shyh Wei Teng


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