Výsledky vyhledávání - multilayer conventional sparse coding (ML-CSC)

Adaptive Forward-Backward Splitting for Multilayer Convolutional Dictionary Learning.

Autoři: Guan-Ju Peng

Zdroj: SIAM Journal on Imaging Sciences; 2025, Vol. 18 Issue 1, p631-664, 34p

Témata: FORWARD-backward algorithm, DATA dictionaries, NONSMOOTH optimization, IMAGE reconstruction, IMAGE representation

Learning the sparse prior: Modern approaches.

Autoři: Peng, Guan‐Ju

Zdroj: WIREs: Computational Statistics; Jan/Feb2024, Vol. 16 Issue 1, p1-29, 29p

Témata: RECURRENT neural networks, SUPERVISED learning, ENCYCLOPEDIAS & dictionaries, PRIOR learning, DATA science

Simple and complex cells revisited: toward a selectivity-invariance model of object recognition.

Autoři: Xin Li Shuo Wang

Zdroj: Frontiers in Computational Neuroscience; 2023, p1-13, 13p

Témata: ARTIFICIAL neural networks, OBJECT recognition (Computer vision), TEMPORAL lobe, TOPOLOGICAL spaces

Algorithm Unrolling: Interpretable, Efficient Deep Learning for Signal and Image Processing.

Autoři: Monga, Vishal Li, Yuelong Eldar, Yonina C.

Zdroj: IEEE Signal Processing Magazine; Mar2021, Vol. 38 Issue 2, p18-44, 27p

CMCS-net: image compressed sensing with convolutional measurement via DCNN.

Autoři: Xie, Yahong Wang, Hailin Wang, Jianjun

Zdroj: IET Image Processing (Wiley-Blackwell); 2020, Vol. 14 Issue 15, p3839-3850, 12p

Témata: DEEP learning, CONVOLUTIONAL neural networks, PROBLEM solving, COMPRESSED sensing, SIGNAL convolution, COMPUTATIONAL complexity, DATA compression

Adversarial Noise Attacks of Deep Learning Architectures: Stability Analysis via Sparse-Modeled Signals.

Autoři: Romano, Yaniv Aberdam, Aviad Sulam, Jeremias a další

Zdroj: Journal of Mathematical Imaging & Vision; Apr2020, Vol. 62 Issue 3, p313-327, 15p

MR‐DCAE: Manifold regularization‐based deep convolutional autoencoder for unauthorized broadcasting identification.

Autoři: Zheng, Qinghe Zhao, Penghui Zhang, Deliang a další

Zdroj: International Journal of Intelligent Systems; Dec2021, Vol. 36 Issue 12, p7204-7238, 35p

Témata: RADIO broadcasting, BROADCASTING industry, RADIO dramas

Solving inverse problems using data-driven models.

Autoři: Arridge, Simon Maass, Peter Öktem, Ozan a další

Zdroj: Acta Numerica; May2019, Vol. 28 Issue 8, p1-174, 174p

New Generation Artificial Intelligence-Driven Diagnosis and Maintenance Techniques

Autoři: Guangrui Wen Zihao Lei Xuefeng Chen a další

Resource Type: eBook.

Témata: Artificial intelligence--Industrial applications, Machinery--Maintenance and repair--Data processing

Categories: COMPUTERS / Artificial Intelligence / General, SCIENCE / Physics / General, TECHNOLOGY & ENGINEERING / Engineering (General), TECHNOLOGY & ENGINEERING / Manufacturing

Handbook of Substance Misuse and Addictions

Autoři: Vinood B. Patel Victor R. Preedy

Resource Type: eBook.

Témata: Drug addiction--Handbooks, manuals, etc, Substance abuse--Handbooks, manuals, etc, Substance abuse--Prevention, Compulsive behavior, Substance abuse--Prevention--Government policy

Categories: MEDICAL / Preventive Medicine, MEDICAL / Epidemiology, MEDICAL / Pharmacy, PSYCHOLOGY / Clinical Psychology, SOCIAL SCIENCE / Criminology

Computer Vision – ACCV 2018

Autoři: C. V. Jawahar Hongdong Li Greg Mori a další

Resource Type: eBook.

Témata: Computer vision, Artificial intelligence, Computer engineering, Computer networks, Computer science—Mathematics

Categories: COMPUTERS / Artificial Intelligence / Computer Vision & Pattern Recognition, COMPUTERS / Artificial Intelligence / General, COMPUTERS / Computer Science, COMPUTERS / Hardware / General, MATHEMATICS / Applied