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PCANet: A Simple Deep Learning Baseline for Image Classification?

14 April 2014

Papers citing "PCANet: A Simple Deep Learning Baseline for Image Classification?"

50 / 232 papers shown

Title
Self-supervised Latent Space Optimization with Nebula Variational Coding Yida Wang D. Tan Nassir Navab Federico Tombari DRL SSL 85 1 0 02 Jun 2025
Shrinkage Initialization for Smooth Learning of Neural Networks Miao Cheng Feiyan Zhou Hongwei Zou Limin Wang AI4CE 76 0 0 12 Apr 2025
Everything is a Video: Unifying Modalities through Next-Frame Prediction G. Hudson Dean L. Slack T. Winterbottom Jamie Sterling Chenghao Xiao Junjie Shentu Noura Al Moubayed 82 2 0 15 Nov 2024
A Fresh Look at Generalized Category Discovery through Non-negative Matrix Factorization Zhong Ji Steve Yang Jingren Liu Yanwei Pang Jungong Han 127 1 0 29 Oct 2024
Real-Time Pedestrian Detection on IoT Edge Devices: A Lightweight Deep Learning Approach Muhammad Dany Alfikri Rafael Kaliski 42 1 0 24 Sep 2024
Autoencoder-assisted Feature Ensemble Net for Incipient Faults Mingxuan Gao Min Wang Maoyin Chen 23 0 0 22 Apr 2024
Non-negative Subspace Feature Representation for Few-shot Learning in Medical Imaging Keqiang Fan Xiaohao Cai M. Niranjan 80 0 0 03 Apr 2024
Histogram Layers for Neural Engineered Features Joshua Peeples Salim Al Kharsa Luke Saleh Alina Zare 70 2 0 25 Mar 2024
Deep Learning for Computer Vision based Activity Recognition and Fall Detection of the Elderly: a Systematic Review F. X. Gaya-Morey Cristina Manresa-Yee Jose Maria Buades Rubio 76 17 0 22 Jan 2024
Adinkra Symbol Recognition using Classical Machine Learning and Deep Learning Michael Adjeisah K. Asamoah Martha Asamoah Yeboah Raji Rafiu King Godwin Ferguson Achaab Kingsley Adjei 76 0 0 27 Nov 2023
Imperceptible Adversarial Attack on Deep Neural Networks from Image Boundary Fahad Alrasheedi Agnibh Dasgupta AAML 79 2 0 29 Aug 2023
Explainable AI for clinical risk prediction: a survey of concepts, methods, and modalities Munib Mesinovic Peter Watkinson Ting Zhu FaML 74 3 0 16 Aug 2023
Synaptic Plasticity Models and Bio-Inspired Unsupervised Deep Learning: A Survey Gabriele Lagani Fabrizio Falchi Claudio Gennaro Giuseppe Amato AAML 116 7 0 30 Jul 2023
Interpretability of Machine Learning: Recent Advances and Future Prospects Lei Gao L. Guan AAML 107 33 0 30 Apr 2023
A Systematic Evaluation and Benchmark for Embedding-Aware Generative Models: Features, Models, and Any-shot Scenarios Liangjun Feng Jiancheng Zhao Chunhui Zhao VLM 112 0 0 08 Feb 2023
Deep Residual Compensation Convolutional Network without Backpropagation Mubarakah Alotaibi R. Wilson ODL 54 0 0 27 Jan 2023
Representing Noisy Image Without Denoising Shuren Qi Yushu Zhang Chao Wang Tao Xiang Xiaochun Cao Yong Xiang 117 1 0 18 Jan 2023
GoogLe2Net: Going Transverse with Convolutions Yuanpeng He 72 2 0 01 Jan 2023
Texture Representation via Analysis and Synthesis with Generative Adversarial Networks Jue-Wen Lin Gaurav Sharma T. Pappas GAN 73 2 0 20 Dec 2022
Orthogonal SVD Covariance Conditioning and Latent Disentanglement Yue Song N. Sebe Wei Wang 86 6 0 11 Dec 2022
Semi-Supervised Representative Region Texture Extraction of Façade Zhen Ni Guitao Cao Ye Duan CVBM 49 0 0 05 Dec 2022
Mirror descent of Hopfield model Hyungjoon Soh D. Kim Juno Hwang Junghyo Jo 81 0 0 29 Nov 2022
Progressively Dual Prior Guided Few-shot Semantic Segmentation Qinglong Cao Yuntian Chen Xiwen Yao Junwei Han 80 0 0 20 Nov 2022
An interpretable imbalanced semi-supervised deep learning framework for improving differential diagnosis of skin diseases Futian Weng Yuanting Ma J. Sun Shijun Shan Qiyuan Li Jianping Zhu Yang Wang Yan Xu 110 0 0 20 Nov 2022
One Venue, Two Conferences: The Separation of Chinese and American Citation Networks Bingchen Zhao Yuling Gu Jessica Zosa Forde Naomi Saphra GNN 65 2 0 17 Nov 2022
Transformer-based dimensionality reduction Ruisheng Ran Tianyu Gao Bin Fang MedIm 66 3 0 15 Oct 2022
Minimalistic Unsupervised Learning with the Sparse Manifold Transform Yubei Chen Zeyu Yun Yi Ma Bruno A. Olshausen Yann LeCun 119 8 0 30 Sep 2022
Genetic Programming-Based Evolutionary Deep Learning for Data-Efficient Image Classification Ying Bi Bing Xue Mengjie Zhang VLM 140 15 0 27 Sep 2022
Activation Learning by Local Competitions Hongchao Zhou AAML 113 7 0 26 Sep 2022
Artificial Neural Networks for Finger Vein Recognition: A Survey Yi Yin Renye Zhang Pengfei Liu Wanxia Deng Siliang He Chen Li Jinghua Zhang 65 3 0 29 Aug 2022
Hybrid Classifiers for Spatio-temporal Real-time Abnormal Behaviors Detection, Tracking, and Recognition in Massive Hajj Crowds Tarik K. Alafif Anas A. Hadi M. Allahyani B. Alzahrani Areej M. Alhothali Reem M. Alotaibi A. Barnawi 39 7 0 25 Jul 2022
On the Principles of Parsimony and Self-Consistency for the Emergence of Intelligence Yi Ma Doris Y. Tsao H. Shum 144 78 0 11 Jul 2022
Neural Implicit Dictionary via Mixture-of-Expert Training Peihao Wang Zhiwen Fan Tianlong Chen Zhangyang Wang 119 12 0 08 Jul 2022
Improving Covariance Conditioning of the SVD Meta-layer by Orthogonality Yue Song N. Sebe Wei Wang 92 8 0 05 Jul 2022
coVariance Neural Networks Saurabh Sihag Gonzalo Mateos Corey McMillan Alejandro Ribeiro 77 11 0 31 May 2022
Optimal Rejection Function Meets Character Recognition Tasks Xiaotong Ji Yuchen Zheng D. Suehiro S. Uchida 40 0 0 17 Mar 2022
Human-Centered Concept Explanations for Neural Networks Chih-Kuan Yeh Been Kim Pradeep Ravikumar FAtt 87 27 0 25 Feb 2022
Bias-Eliminated Semantic Refinement for Any-Shot Learning Liangjun Feng Chunhui Zhao Xi Li DiffM GAN 90 18 0 10 Feb 2022
Cascaded Asymmetric Local Pattern: A Novel Descriptor for Unconstrained Facial Image Recognition and Retrieval Soumendu Chakraborty S. Singh P. Chakraborty CVBM 49 9 0 03 Jan 2022
A Survey on Adversarial Attacks for Malware Analysis Kshitiz Aryal Maanak Gupta Mahmoud Abdelsalam AAML 114 53 0 16 Nov 2021
Stable and Compact Face Recognition via Unlabeled Data Driven Sparse Representation-Based Classification Xiaohui Yang Ziyi Wang Huan Wu L. Jiao Yiming Xu Haolin Chen CVBM 57 6 0 04 Nov 2021
ODMTCNet: An Interpretable Multi-view Deep Neural Network Architecture for Image Feature Representation Lei Gao Zheng Guo L. Guan 76 3 0 28 Oct 2021
Lung Cancer Lesion Detection in Histopathology Images Using Graph-Based Sparse PCA Network Sundaresh Ram Wen Tang A. Bell Cara Spencer Alexander Buschhaus C. Hatt Marina Pasca diMagliano Jeffrey J. Rodríguez S. Galban C. Galbán 25 16 0 27 Oct 2021
CeyMo: See More on Roads -- A Novel Benchmark Dataset for Road Marking Detection Junhui Yin S. Hemachandra Damith Anhettigama Shenali Kariyawasam Zhanyu Ma Jun Guo ObjD 86 26 0 22 Oct 2021
Designing the Architecture of a Convolutional Neural Network Automatically for Diabetic Retinopathy Diagnosis Fahman Saeed M. Hussain Hatim Aboalsamh Fadwa Al Adel A. Owaifeer 112 6 0 08 Oct 2021
Artificial Intelligence For Breast Cancer Detection: Trends & Directions S. M. Shah Rizwan Ahmed Khan Sheeraz Arif Unaiza Sajid OOD 66 72 0 03 Oct 2021
Fractal measures of image local features: an application to texture recognition Pedro M. Silva J. Florindo 30 14 0 27 Aug 2021
VisGraphNet: a complex network interpretation of convolutional neural features J. Florindo Young-Sup Lee Kyungkoo Jun Gwanggil Jeon M. Albertini FAtt GNN 52 14 0 27 Aug 2021
A Physics Informed Neural Network Approach to Solution and Identification of Biharmonic Equations of Elasticity M. Vahab E. Haghighat M. Khaleghi N. Khalili PINN 123 45 0 16 Aug 2021
Poison Ink: Robust and Invisible Backdoor Attack Jie Zhang Dongdong Chen Qidong Huang Jing Liao Weiming Zhang Huamin Feng G. Hua Nenghai Yu AAML 78 90 0 05 Aug 2021