PottsMGNet: a mathematical explanation of encoder-decoder based neural networks
DOI10.1137/23M1586355zbMATH Open1539.68322MaRDI QIDQ6541918
Hao Liu, Xue-Cheng Tai, R. H. Chan
Publication date: 21 May 2024
Published in: SIAM Journal on Imaging Sciences (Search for Journal in Brave)
Artificial neural networks and deep learning (68T07) Computing methodologies for image processing (68U10) Image processing (compression, reconstruction, etc.) in information and communication theory (94A08) Lattice systems (Ising, dimer, Potts, etc.) and systems on graphs arising in equilibrium statistical mechanics (82B20) Probability in computer science (algorithm analysis, random structures, phase transitions, etc.) (68Q87)
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