Understanding Convolutional Neural Networks with A Mathematical Model

14 September 2016

Papers citing "Understanding Convolutional Neural Networks with A Mathematical Model"

18 / 18 papers shown

Title
HearSmoking: Smoking Detection in Driving Environment via Acoustic Sensing on Smartphones Yadong Xie Fan Li Yue Wu Song Yang Yu-Xiang Wang 53 11 0 30 Mar 2025
GAMA-IR: Global Additive Multidimensional Averaging for Fast Image Restoration Youssef Mansour Reinhard Heckel 40 0 0 31 Mar 2024
A Tiny Machine Learning Model for Point Cloud Object Classification Mengdi Zhang Jintang Xue Pranav Kadam Hardik Prajapati Shan Liu C.-C. Jay Kuo 3DPC 42 1 0 20 Mar 2023
LSR: A Light-Weight Super-Resolution Method Wei Wang Xuejing Lei Yueru Chen Ming-Sui Lee C.-C. Jay Kuo 25 2 0 27 Feb 2023
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
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
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
GSIP: Green Semantic Segmentation of Large-Scale Indoor Point Clouds Min Zhang Pranav Kadam Shan Liu C.-C. Jay Kuo 3DPC 36 17 0 24 Sep 2021
Understanding the Basis of Graph Convolutional Neural Networks via an Intuitive Matched Filtering Approach Ljubisa Stankovic Danilo P. Mandic GNN 19 5 0 23 Aug 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
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
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
PixelHop++: A Small Successive-Subspace-Learning-Based (SSL-based) Model for Image Classification Yueru Chen Mozhdeh Rouhsedaghat Suya You Raghuveer Rao C.-C. Jay Kuo 14 68 0 08 Feb 2020
PointHop: An Explainable Machine Learning Method for Point Cloud Classification Min Zhang Haoxuan You Pranav Kadam Shan Liu C.-C. Jay Kuo 3DPC 11 109 0 30 Jul 2019
Interpretable Convolutional Neural Networks via Feedforward Design C.-C. Jay Kuo Min Zhang Siyang Li Jiali Duan Yueru Chen 33 155 0 05 Oct 2018
A Counter-Forensic Method for CNN-Based Camera Model Identification David Guera Yu Wang Luca Bondi Paolo Bestagini Stefano Tubaro Edward J. Delp AAML 21 52 0 06 May 2018
On Data-Driven Saak Transform C.-C. Jay Kuo Yueru Chen AI4TS 21 93 0 11 Oct 2017