PottsMGNet: A Mathematical Explanation of Encoder-Decoder Based Neural Networks

18 July 2023

Papers citing "PottsMGNet: A Mathematical Explanation of Encoder-Decoder Based Neural Networks"

8 / 8 papers shown

Title
CAPEEN: Image Captioning with Early Exits and Knowledge Distillation Divya J. Bajpai M. Hanawal VLM 21 4 0 06 Oct 2024
LIP-CAR: contrast agent reduction by a deep learned inverse problem Davide Bianchi Sonia Colombo Serra Davide Evangelista Pengpeng Luo E. Morotti Giovanni Valbusa MedIm 22 0 0 15 Jul 2024
Euler's Elastica Based Cartoon-Smooth-Texture Image Decomposition Roy Y. He Hao Liu 25 1 0 03 Jul 2024
Deep Convolutional Neural Networks Meet Variational Shape Compactness Priors for Image Segmentation Kehui Zhang Lingfeng Li Hao Liu Jing Yuan Xue-Cheng Tai 31 1 0 23 May 2024
Double-well Net for Image Segmentation Haotian Liu Jun Liu Raymond H. F. Chan Xue-Cheng Tai 39 7 0 31 Dec 2023
Connections between Operator-splitting Methods and Deep Neural Networks with Applications in Image Segmentation Hao Liu X. Tai Raymond H. F. Chan 18 3 0 18 Jul 2023
Inverse Evolution Layers: Physics-informed Regularizers for Deep Neural Networks Chao Liu Zhonghua Qiao C. Li Carola-Bibiane Schönlieb 13 0 0 14 Jul 2023
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation Vijay Badrinarayanan Alex Kendall R. Cipolla SSeg 446 15,637 0 02 Nov 2015