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

8 February 2020

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

39 / 39 papers shown

Title
On filter design in deep convolutional neural network Gaurav Hirani Waleed Abdulla 23 1 0 29 Oct 2024
GreenCOD: A Green Camouflaged Object Detection Method Hong-Shuo Chen Yao Zhu Suya You A. Madni C.-C. Jay Kuo 43 2 0 25 May 2024
GWPT: A Green Word-Embedding-based POS Tagger Chengwei Wei Runqi Pang C.-C. Jay Kuo VLM 23 2 0 15 Jan 2024
Enhancing Edge Intelligence with Highly Discriminant LNT Features Xinyu Wang Vinod K. Mishra C.-C. Jay Kuo 29 2 0 19 Dec 2023
Unsupervised Green Object Tracker (GOT) without Offline Pre-training Zhiruo Zhou Suya You C.-C. Jay Kuo VOT 37 1 0 16 Sep 2023
A scoping review on multimodal deep learning in biomedical images and texts Zhaoyi Sun Mingquan Lin Qingqing Zhu Qianqian Xie Fei Wang Zhiyong Lu Yifan Peng 36 18 0 14 Jul 2023
Green Steganalyzer: A Green Learning Approach to Image Steganalysis Yao Zhu Xinyu Wang Hong-Shuo Chen Ronald Salloum C.-C. Jay Kuo 26 3 0 06 Jun 2023
Bi-VLGM : Bi-Level Class-Severity-Aware Vision-Language Graph Matching for Text Guided Medical Image Segmentation Wenting Chen Jie Liu Yixuan Yuan VLM 44 3 0 20 May 2023
A Tiny Machine Learning Model for Point Cloud Object Classification Hao Fei Jintang Xue Pranav Kadam Hardik Prajapati Shan Liu C.-C. Jay Kuo 3DPC 44 1 0 20 Mar 2023
PointFlowHop: Green and Interpretable Scene Flow Estimation from Consecutive Point Clouds Pranav Kadam Jiahao Gu Shan Liu C.-C. Jay Kuo 3DPC 33 2 0 27 Feb 2023
S3I-PointHop: SO(3)-Invariant PointHop for 3D Point Cloud Classification Pranav Kadam Hardik Prajapati Hao Fei Jintang Xue Shan Liu C.-C. Jay Kuo 3DPC 35 3 0 22 Feb 2023
Successive Subspace Learning for Cardiac Disease Classification with Two-phase Deformation Fields from Cine MRI Xiaofeng Liu Fangxu Xing H. Gaggin C.-C. Jay Kuo Xiaofeng Liu Jonghye Woo 34 2 0 21 Jan 2023
Fighting Malicious Media Data: A Survey on Tampering Detection and Deepfake Detection Junke Wang Zhenxin Li Chao Zhang Jingjing Chen Zuxuan Wu Larry S. Davis Yueping Jiang AAML 40 5 0 12 Dec 2022
GENHOP: An Image Generation Method Based on Successive Subspace Learning Xuejing Lei Wei Wang C.-C. Jay Kuo VLM 30 6 0 07 Oct 2022
Green Learning: Introduction, Examples and Outlook C.-C. Jay Kuo A. Madni 78 71 0 03 Oct 2022
Lightweight Image Codec via Multi-Grid Multi-Block-Size Vector Quantization (MGBVQ) Yifan Wang Zhanxuan Mei Ioannis Katsavounidis C.-C. Jay Kuo MQ 21 1 0 25 Sep 2022
Statistical Attention Localization (SAL): Methodology and Application to Object Classification Yijing Yang Vasileios Magoulianitis Xinyu Wang C.-C. Jay Kuo 24 1 0 03 Aug 2022
Design of Supervision-Scalable Learning Systems: Methodology and Performance Benchmarking Yijing Yang Hongyu Fu C.-C. Jay Kuo OOD 25 11 0 18 Jun 2022
PAGER: Progressive Attribute-Guided Extendable Robust Image Generation Zohreh Azizi C.-C. Jay Kuo VLM DiffM GAN 38 8 0 01 Jun 2022
Subspace Learning Machine (SLM): Methodology and Performance Hongyu Fu Yijing Yang Vinod K. Mishra C.-C. Jay Kuo 38 5 0 11 May 2022
DefakeHop++: An Enhanced Lightweight Deepfake Detector Hong-Shuo Chen Shuowen Hu Suya You C.-C. Jay Kuo 32 11 0 30 Apr 2022
On Supervised Feature Selection from High Dimensional Feature Spaces Yijing Yang Wei Wang Hongyu Fu C.-C. Jay Kuo 29 51 0 22 Mar 2022
GSIP: Green Semantic Segmentation of Large-Scale Indoor Point Clouds Min Zhang Pranav Kadam Shan Liu C.-C. Jay Kuo 3DPC 38 17 0 24 Sep 2021
BERTHop: An Effective Vision-and-Language Model for Chest X-ray Disease Diagnosis Masoud Monajatipoor Mozhdeh Rouhsedaghat Liunian Harold Li Aichi Chien C.-C. Jay Kuo Fabien Scalzo Kai-Wei Chang LM&MA MedIm 24 30 0 10 Aug 2021
Bridging Gap between Image Pixels and Semantics via Supervision: A Survey Jiali Duan C.-C. Jay Kuo 27 8 0 29 Jul 2021
Segmentation of Cardiac Structures via Successive Subspace Learning with Saab Transform from Cine MRI Xiaofeng Liu Fangxu Xing H. Gaggin Weichung Wang C.-C. Jay Kuo Xiaofeng Liu Jonghye Woo 14 12 0 22 Jul 2021
TGHop: An Explainable, Efficient and Lightweight Method for Texture Generation Xuejing Lei Ganning Zhao Kaitai Zhang C.-C. Jay Kuo 22 16 0 08 Jul 2021
E-PixelHop: An Enhanced PixelHop Method for Object Classification Yijing Yang Vasileios Magoulianitis C.-C. Jay Kuo 11 13 0 07 Jul 2021
AnomalyHop: An SSL-based Image Anomaly Localization Method Kaitai Zhang Bin Wang Wen Wang Fahad Sohrab Moncef Gabbouj C.-C. Jay Kuo 29 16 0 08 May 2021
AMMU : A Survey of Transformer-based Biomedical Pretrained Language Models Katikapalli Subramanyam Kalyan A. Rajasekharan S. Sangeetha LM&MA MedIm 28 164 0 16 Apr 2021
Evaluation of Multimodal Semantic Segmentation using RGB-D Data Jiesi Hu Ganning Zhao Suya You C.-C. Jay Kuo 37 3 0 31 Mar 2021
DefakeHop: A Light-Weight High-Performance Deepfake Detector Hong-Shuo Chen Mozhdeh Rouhsedaghat Hamza Ghani Shuowen Hu Suya You C.-C. Jay Kuo 24 77 0 11 Mar 2021
Successive Subspace Learning: An Overview Mozhdeh Rouhsedaghat Masoud Monajatipoor Zohreh Azizi C.-C. Jay Kuo 11 15 0 27 Feb 2021
VoxelHop: Successive Subspace Learning for ALS Disease Classification Using Structural MRI Xiaofeng Liu Fangxu Xing Chao Yang C.-C. Jay Kuo S. Babu Xiaofeng Liu Thomas Jenkins Jonghye Woo 11 30 0 13 Jan 2021
Low-Resolution Face Recognition In Resource-Constrained Environments Mozhdeh Rouhsedaghat Yifan Wang Shuowen Hu Suya You C.-C. Jay Kuo CVBM 29 30 0 23 Nov 2020
From Two-Class Linear Discriminant Analysis to Interpretable Multilayer Perceptron Design Ruiyuan Lin Zhiruo Zhou Suya You Raghuveer Rao C.-C. Jay Kuo 99 9 0 09 Sep 2020
NITES: A Non-Parametric Interpretable Texture Synthesis Method Xuejing Lei Ganning Zhao C.-C. Jay Kuo 11 19 0 02 Sep 2020
FaceHop: A Light-Weight Low-Resolution Face Gender Classification Method Mozhdeh Rouhsedaghat Yifan Wang Xiou Ge Shuowen Hu Suya You C.-C. Jay Kuo CVBM 24 42 0 18 Jul 2020
RSAC: Regularized Subspace Approximation Classifier for Lightweight Continuous Learning Chih-Hsing Ho Shang-Ho S. Tsai CLL 21 0 0 03 Jul 2020