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Dynamic Texture Synthesis by Incorporating Long-range Spatial and Temporal Correlations


Apr 14, 2021
Kaitai Zhang, Bin Wang, Hong-Shuo Chen, Ye Wang, Shiyu Mou, C. -C. Jay Kuo

* 7 pages, 6 figures 

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Dynamic Texture Synthesis By Incorporating Long-range Spatial and Temporal Correlations


Apr 13, 2021
Kaitai Zhang, Bin Wang, Hong-Shuo Chen, Ye Wang, Shiyu Mou, C. -C. Jay Kuo

* 7 pages, 6 figures 

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CalibDNN: Multimodal Sensor Calibration for Perception Using Deep Neural Networks


Mar 27, 2021
Ganning Zhao, Jiesi Hu, Suya You, C. -C. Jay Kuo


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R-PointHop: A Green, Accurate and Unsupervised Point Cloud Registration Method


Mar 15, 2021
Pranav Kadam, Min Zhang, Shan Liu, C. -C. Jay Kuo

* 13 pages, 11 figures 

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DefakeHop: A Light-Weight High-Performance Deepfake Detector


Mar 11, 2021
Hong-Shuo Chen, Mozhdeh Rouhsedaghat, Hamza Ghani, Shuowen Hu, Suya You, C. -C. Jay Kuo

* Accepted at ICME 2021 

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Successive Subspace Learning: An Overview


Feb 27, 2021
Mozhdeh Rouhsedaghat, Masoud Monajatipoor, Zohreh Azizi, C. -C. Jay Kuo

* 4 pages, 1 figure 

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A Machine Learning Approach to Optimal Inverse Discrete Cosine Transform (IDCT) Design


Jan 31, 2021
Yifan Wang, Zhanxuan Mei, Chia-Yang Tsai, Ioannis Katsavounidis, C. -C. Jay Kuo

* conference 

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Symmetric-Constrained Irregular Structure Inpainting for Brain MRI Registration with Tumor Pathology


Jan 17, 2021
Xiaofeng Liu, Fangxu Xing, Chao Yang, C. -C. Jay Kuo, Georges ElFakhri, Jonghye Woo

* Published at MICCAI Brainles 2020 

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VoxelHop: Successive Subspace Learning for ALS Disease Classification Using Structural MRI


Jan 13, 2021
Xiaofeng Liu, Fangxu Xing, Chao Yang, C. -C. Jay Kuo, Suma Babu, Georges El Fakhri, Thomas Jenkins, Jonghye Woo


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Subtype-aware Unsupervised Domain Adaptation for Medical Diagnosis


Jan 11, 2021
Xiaofeng Liu, Xiongchang Liu, Bo Hu, Wenxuan Ji, Fangxu Xing, Jun Lu, Jane You, C. -C. Jay Kuo, Georges El Fakhri, Jonghye Woo

* Accepted to AAAI 2021 

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GraphHop: An Enhanced Label Propagation Method for Node Classification


Jan 07, 2021
Tian Xie, Bin Wang, C. -C. Jay Kuo


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Protecting Big Data Privacy Using Randomized Tensor Network Decomposition and Dispersed Tensor Computation


Jan 04, 2021
Jenn-Bing Ong, Wee-Keong Ng, Ivan Tjuawinata, Chao Li, Jielin Yang, Sai None Myne, Huaxiong Wang, Kwok-Yan Lam, C. -C. Jay Kuo


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Explainable Machine Learning based Transform Coding for High Efficiency Intra Prediction


Dec 21, 2020
Na Li, Yun Zhang, C. -C. Jay Kuo

* 13 pages, 9 figures 

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Low-Resolution Face Recognition In Resource-Constrained Environments


Nov 23, 2020
Mozhdeh Rouhsedaghat, Yifan Wang, Shuowen Hu, Suya You, C. -C. Jay Kuo

* 11 pages, 5 figures, under consideration at Pattern Recognition Letters 

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SLADE: A Self-Training Framework For Distance Metric Learning


Nov 20, 2020
Jiali Duan, Yen-Liang Lin, Son Tran, Larry Davis, C. -C. Jay Kuo


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Point Cloud Attribute Compression via Successive Subspace Graph Transform


Oct 29, 2020
Yueru Chen, Yiting Shao, Jing Wang, Ge Li, C. -C. Jay Kuo

* Accepted by VCIP 2020 

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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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