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C.-C. Jay Kuo
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Journal Articles

A green U-shaped learning method for image demosaicing

Mahtab Movahhedrad, C.-C. Jay Kuo
Journal: APSIPA Transactions on Signal and Information Processing
APSIPA Transactions on Signal and Information Processing (2026) 15 (1): 293–308.
https://doi.org/10.1108/ATSIP-08-2025-0073
Published: 17 February 2026
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Journal Articles

Image-text retrieval via green explainable multi-modal alignment ( GEMMA )

Tsung-Shan Yang, Yun-Cheng Wang, Chengwei Wei, Suya You, C.-C. Jay Kuo
Journal: APSIPA Transactions on Signal and Information Processing
APSIPA Transactions on Signal and Information Processing (2025) 14 (4): 142–176.
https://doi.org/10.1561/116.20250009
Published: 28 October 2025
View article titled, Image-text retrieval via green explainable multi-modal alignment ( GEMMA )
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Journal Articles

PSHop: A Lightweight Feed-Forward Method for 3D Prostate Gland Segmentation

Yijing Yang, Vasileios Magoulianitis, Jiaxin Yang, Jintang Xue, Masatomo Kaneko, Giovanni Cacciamani, Andre Abreu, Vinay Duddalwar, C.-C. Jay Kuo, Inderbir S. Gill, Chrysostomos Nikias
Journal: APSIPA Transactions on Signal and Information Processing
APSIPA Transactions on Signal and Information Processing (2025) 14 (1): 1–25.
https://doi.org/10.1561/116.20240061
Published: 30 April 2025
View article titled, PSHop: A Lightweight Feed-Forward Method for 3D Prostate Gland Segmentation
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Journal Articles

LPSR: Lightweight Point Cloud Surface Reconstruction

Qingyang Zhou, Chee-An Yu, Xuechun Hua, Shan Liu, C.-C. Jay Kuo
Journal: APSIPA Transactions on Signal and Information Processing
APSIPA Transactions on Signal and Information Processing (2025) 14 (2): 1–29.
https://doi.org/10.1561/116.20240069
Published: 23 April 2025
View article titled, LPSR: Lightweight Point Cloud Surface Reconstruction
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Journal Articles

Word Embedding Dimension Reduction via Weakly-Supervised Feature Selection

Jintang Xue, Yun-Cheng Wang, Chengwei Wei, C.-C. Jay Kuo
Journal: APSIPA Transactions on Signal and Information Processing
APSIPA Transactions on Signal and Information Processing (2024) 13 (1): 1–24.
https://doi.org/10.1561/116.20240046
Published: 16 December 2024
View article titled, Word Embedding Dimension Reduction via Weakly-Supervised Feature Selection
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Journal Articles

GreenCOD: A Green Camouflaged Object Detection Method

Hong-Shuo Chen, Yao Zhu, Suya You, Azad M. Madni, C.-C. Jay Kuo
Journal: APSIPA Transactions on Signal and Information Processing
APSIPA Transactions on Signal and Information Processing (2024) 13 (1): 1–28.
https://doi.org/10.1561/116.20240009
Published: 02 December 2024
View article titled, GreenCOD: A Green Camouflaged Object Detection Method
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Journal Articles

Unsupervised Green Object Tracker (GOT) without Offline Pre-training

Zhiruo Zhou, Suya You, C.-C. Jay Kuo
Journal: APSIPA Transactions on Signal and Information Processing
APSIPA Transactions on Signal and Information Processing (2024) 13 (1): 1–40.
https://doi.org/10.1561/116.20240022
Published: 16 September 2024
View article titled, Unsupervised Green Object Tracker (GOT) without Offline Pre-training
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Journal Articles

GreenSaliency: A Lightweight and Efficient Image Saliency Detection Method

Zhanxuan Mei, Yun-Cheng Wang, C.-C. Jay Kuo
Journal: APSIPA Transactions on Signal and Information Processing
APSIPA Transactions on Signal and Information Processing (2024) 13 (1): 1–26.
https://doi.org/10.1561/116.20240023
Published: 10 September 2024
View article titled, GreenSaliency: A Lightweight and Efficient Image Saliency Detection Method
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Journal Articles

Image Classification via Subspace Learning Machine with Soft Partitioning (SLM/SP)

Hongyu Fu, Xinyu Wang, Vinod K. Mishra, C.-C. Jay Kuo
Journal: APSIPA Transactions on Signal and Information Processing
APSIPA Transactions on Signal and Information Processing (2024) 13 (1): 1–32.
https://doi.org/10.1561/116.20240003
Published: 21 August 2024
View article titled, Image Classification via Subspace Learning Machine with Soft Partitioning (SLM/SP)
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Journal Articles

Geo-DefakeHop: High-Performance Geographic Fake Image Detection

Hong-Shuo Chen, Kaitai Zhang, Shuowen Hu, Suya You, C.-C. Jay Kuo
Journal: APSIPA Transactions on Signal and Information Processing
APSIPA Transactions on Signal and Information Processing (2024) 13 (3): 1–26.
https://doi.org/10.1561/116.00000072
Published: 22 April 2024
View article titled, Geo-DefakeHop: High-Performance Geographic Fake Image Detection
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Journal Articles

Lightweight High-Performance Blind Image Quality Assessment

Zhanxuan Mei, Yun-Cheng Wang, C.-C. Jay Kuo
Journal: APSIPA Transactions on Signal and Information Processing
APSIPA Transactions on Signal and Information Processing (2024) 13 (1): 1–31.
https://doi.org/10.1561/116.00000179
Published: 04 April 2024
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Journal Articles

Knowledge Graph Embedding with 3D Compound Geometric Transformations

Xiou Ge, Yun Cheng Wang, Bin Wang, C.-C. Jay Kuo
Journal: APSIPA Transactions on Signal and Information Processing
APSIPA Transactions on Signal and Information Processing (2024) 13 (1): 1–33.
https://doi.org/10.1561/116.00000177
Published: 14 February 2024
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Journal Articles

Knowledge Graph Embedding: An Overview

Xiou Ge, Yun Cheng Wang, Bin Wang, C.-C. Jay Kuo
Journal: APSIPA Transactions on Signal and Information Processing
APSIPA Transactions on Signal and Information Processing (2024) 13 (1): 1–51.
https://doi.org/10.1561/116.00000065
Published: 12 February 2024
View article titled, Knowledge Graph Embedding: An Overview
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Journal Articles

Bias and Fairness in Chatbots: An Overview

Jintang Xue, Yun-Cheng Wang, Chengwei Wei, Xiaofeng Liu, Jonghye Woo, C.-C. Jay Kuo
Journal: APSIPA Transactions on Signal and Information Processing
APSIPA Transactions on Signal and Information Processing (2024) 13 (2): 1–44.
https://doi.org/10.1561/116.00000064
Published: 12 February 2024
View article titled, Bias and Fairness in Chatbots: An Overview
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Journal Articles

An Overview of Language Models: Recent Developments and Outlook

Chengwei Wei, Yun-Cheng Wang, Bin Wang, C.-C. Jay Kuo
Journal: APSIPA Transactions on Signal and Information Processing
APSIPA Transactions on Signal and Information Processing (2024) 13 (2): 1–49.
https://doi.org/10.1561/116.00000010
Published: 12 February 2024
View article titled, An Overview of Language Models: Recent Developments and Outlook
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Journal Articles

A Comprehensive Overview of Computational Nuclei Segmentation Methods in Digital Pathology

Vasileios Magoulianitis, Catherine A. Alexander, C.-C. Jay Kuo
Journal: APSIPA Transactions on Signal and Information Processing
APSIPA Transactions on Signal and Information Processing (2023) 12 (5): 1–81.
https://doi.org/10.1561/116.00000157
Published: 06 December 2023
View article titled, A Comprehensive Overview of Computational Nuclei Segmentation Methods in Digital Pathology
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Journal Articles

Multi-Scale Self-Attention Network for Denoising Medical Images

Kyungsu Lee, Haeyun Lee, Moon Hwan Lee, Jin Ho Chang, C.-C. Jay Kuo, Seung-June Oh, Jonghye Woo, Jae Youn Hwang
Journal: APSIPA Transactions on Signal and Information Processing
APSIPA Transactions on Signal and Information Processing (2023) 12 (5): 1–26.
https://doi.org/10.1561/116.00000169
Published: 06 December 2023
View article titled, Multi-Scale Self-Attention Network for Denoising Medical Images
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Journal Articles

Green Steganalyzer: A Green Learning Approach to Image Steganalysis

Yao Zhu, Xinyu Wang, Hong-Shuo Chen, Ronald Salloum, C.-C. Jay Kuo
Journal: APSIPA Transactions on Signal and Information Processing
APSIPA Transactions on Signal and Information Processing (2023) 12 (1): 1–28.
https://doi.org/10.1561/116.00000136
Published: 02 October 2023
View article titled, Green Steganalyzer: A Green Learning Approach to Image Steganalysis
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Journal Articles

A Tiny Machine Learning Model for Point Cloud Object Classification

Min Zhang, Jintang Xue, Pranav Kadam, Hardik Prajapati, Shan Liu, C.-C. Jay Kuo
Journal: APSIPA Transactions on Signal and Information Processing
APSIPA Transactions on Signal and Information Processing (2023) 12 (1): 1–23.
https://doi.org/10.1561/116.00000114
Published: 16 August 2023
View article titled, A Tiny Machine Learning Model for Point Cloud Object Classification
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Journal Articles

PointFlowHop: Green and Interpretable Scene Flow Estimation from Consecutive Point Clouds

Pranav Kadam, Jiahao Gu, Shan Liu, C.-C. Jay Kuo
Journal: APSIPA Transactions on Signal and Information Processing
APSIPA Transactions on Signal and Information Processing (2023) 12 (4): 1–20.
https://doi.org/10.1561/116.00000006
Published: 03 August 2023
View article titled, PointFlowHop: Green and Interpretable Scene Flow Estimation from Consecutive Point Clouds
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