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Constructing Multilayer Perceptrons as Piecewise Low-Order Polynomial Approximators: A Signal Processing Approach

Oct 15, 2020
Ruiyuan Lin, Suya You, Raghuveer Rao, C. -C. Jay Kuo

* 5 pages, 3 figures, submitted to IEEE Signal Processing Letters 

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Inductive Learning on Commonsense Knowledge Graph Completion

Sep 19, 2020
Bin Wang, Guangtao Wang, Jing Huang, Jiaxuan You, Jure Leskovec, C. -C. Jay Kuo

* 10 pages, 3 figures, 7 tables 

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From Two-Class Linear Discriminant Analysis to Interpretable Multilayer Perceptron Design

Sep 09, 2020
Ruiyuan Lin, Zhiruo Zhou, Suya You, Raghuveer Rao, C. -C. Jay Kuo


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NITES: A Non-Parametric Interpretable Texture Synthesis Method

Sep 02, 2020
Xuejing Lei, Ganning Zhao, C. -C. Jay Kuo


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Unsupervised Point Cloud Registration via Salient Points Analysis (SPA)

Sep 02, 2020
Pranav Kadam, Min Zhang, Shan Liu, C. -C. Jay Kuo

* 7 pages, 5 figures, final version is accepted by IEEE International Conference on Visual Communications and Image Processing (VCIP) 2020 

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Unsupervised Feedforward Feature (UFF) Learning for Point Cloud Classification and Segmentation

Sep 02, 2020
Min Zhang, Pranav Kadam, Shan Liu, C. -C. Jay Kuo

* 7 pages, 2 figures, the final version is accepted by VCIP 2020 

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FaceHop: A Light-Weight Low-Resolution Face Gender Classification Method

Jul 21, 2020
Mozhdeh Rouhsedaghat, Yifan Wang, Xiou Ge, Shuowen Hu, Suya You, C. -C. Jay Kuo


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Learning Color Compatibility in Fashion Outfits

Jul 05, 2020
Heming Zhang, Xuewen Yang, Jianchao Tan, Chi-Hao Wu, Jue Wang, C. -C. Jay Kuo


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Novel Human-Object Interaction Detection via Adversarial Domain Generalization

May 22, 2020
Yuhang Song, Wenbo Li, Lei Zhang, Jianwei Yang, Emre Kiciman, Hamid Palangi, Jianfeng Gao, C. -C. Jay Kuo, Pengchuan Zhang


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Multi-View Matching (MVM): Facilitating Multi-Person 3D Pose Estimation Learning with Action-Frozen People Video

Apr 11, 2020
Yeji Shen, C. -C. Jay Kuo

* 16 pages, 6 figures, submitted JVCI 

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Efficient Sentence Embedding via Semantic Subspace Analysis

Mar 04, 2020
Bin Wang, Fenxiao Chen, Yuncheng Wang, C. -C. Jay Kuo

* 7 pages, 2 figures 

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SBERT-WK: A Sentence Embedding Method by Dissecting BERT-based Word Models

Feb 16, 2020
Bin Wang, C. -C. Jay Kuo

* 13 pages, 3 figure, 8 tables 

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PointHop++: A Lightweight Learning Model on Point Sets for 3D Classification

Feb 09, 2020
Min Zhang, Yifan Wang, Pranav Kadam, Shan Liu, C. -C. Jay Kuo

* 4pages, 4 figures 

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PixelHop++: A Small Successive-Subspace-Learning-Based (SSL-based) Model for Image Classification

Feb 08, 2020
Yueru Chen, Mozhdeh Rouhsedaghat, Suya You, Raghuveer Rao, C. -C. Jay Kuo

* 5 pages, 5 figures, 4 tables, Submitted to ICIP 2020 

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Towards Disentangled Representations for Human Retargeting by Multi-view Learning

Dec 12, 2019
Chao Yang, Xiaofeng Liu, Qingming Tang, C. -C. Jay Kuo


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PointDAN: A Multi-Scale 3D Domain Adaption Network for Point Cloud Representation

Nov 07, 2019
Can Qin, Haoxuan You, Lichen Wang, C. -C. Jay Kuo, Yun Fu

* 12 pages, 4 figures, 33rd Conference on Neural Information Processing Systems (NeurIPS 2019) 

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PixelHop: A Successive Subspace Learning (SSL) Method for Object Classification

Sep 17, 2019
Yueru Chen, C. -C. Jay Kuo

* 17 pages, 11 figures, 11 tables 

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Graph Representation Learning: A Survey

Sep 03, 2019
Fenxiao Chen, Yuncheng Wang, Bin Wang, C. -C. Jay Kuo


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PointHop: An Explainable Machine Learning Method for Point Cloud Classification

Jul 30, 2019
Min Zhang, Haoxuan You, Pranav Kadam, Shan Liu, C. -C. Jay Kuo

* 13 pages with 9 figures 

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An Interpretable Compression and Classification System: Theory and Applications

Jul 21, 2019
Tzu-Wei Tseng, Kai-Jiun Yang, C. -C. Jay Kuo, Shang-Ho, Tsai

* 12 pages, 12 figures and 5 tables 

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Deep Kinship Verification via Appearance-shape Joint Prediction and Adaptation-based Approach

May 15, 2019
Heming Zhang, Xiaolong Wang, C. -C. Jay Kuo

* ICIP 2019 

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Accelerating Proposal Generation Network for \\Fast Face Detection on Mobile Devices

Apr 27, 2019
Heming Zhang, Xiaolong Wang, Jingwen Zhu, C. -C. Jay Kuo

* ICIP 

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Class-incremental Learning via Deep Model Consolidation

Mar 28, 2019
Junting Zhang, Jie Zhang, Shalini Ghosh, Dawei Li, Serafettin Tasci, Larry Heck, Heming Zhang, C. -C. Jay Kuo


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Robot Learning via Human Adversarial Games

Mar 02, 2019
Jiali Duan*, Qian Wang*, Lerrel Pinto, C. -C. Jay Kuo, Stefanos Nikolaidis


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Generative Visual Dialogue System via Adaptive Reasoning and Weighted Likelihood Estimation

Feb 26, 2019
Heming Zhang, Shalini Ghosh, Larry Heck, Stephen Walsh, Junting Zhang, Jie Zhang, C. -C. Jay Kuo


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Semi-supervised learning via Feedforward-Designed Convolutional Neural Networks

Feb 06, 2019
Yueru Chen, Yijing Yang, Min Zhang, C. -C. Jay Kuo

* 5 pages, under review of ICIP 2019 

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Evaluating Word Embedding Models: Methods and Experimental Results

Jan 29, 2019
Bin Wang, Angela Wang, Fenxiao Chen, Yuncheng Wang, C. -C. Jay Kuo

* 13 pages 

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Efficient Image Splicing Localization via Contrastive Feature Extraction

Jan 22, 2019
Ronald Salloum, C. -C. Jay Kuo

* This manuscript was submitted for publication 

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