Characterization of anomalous diffusion through convolutional
transformers

Characterization of anomalous diffusion through convolutional transformers

10 October 2022

Nicolás Firbas

Òscar Garibo i Orts

M. Garcia-March

Papers citing "Characterization of anomalous diffusion through convolutional transformers"

9 / 9 papers shown

Title
AnomalousNet: A Hybrid Approach with Attention U-Nets and Change Point Detection for Accurate Characterization of Anomalous Diffusion in Video Data Yusef Ahsini Marc Escoto J. Alberto Conejero 23 0 0 07 Apr 2025
Machine Learning Analysis of Anomalous Diffusion Wenjie Cai Yi Hu X. Qu Hui Zhao Gongyi Wang Jing Li Zihan Huang 65 1 0 02 Dec 2024
Gramian Angular Fields for leveraging pretrained computer vision models with anomalous diffusion trajectories Òscar Garibo i Orts Nicolás Firbas L. Sebastiá J. A. Conejero DiffM 15 11 0 02 Sep 2023
Machine-Learning Solutions for the Analysis of Single-Particle Diffusion Trajectories Henrik Seckler J. Szwabiński Ralf Metzler 13 25 0 18 Aug 2023
Preface: Characterisation of Physical Processes from Anomalous Diffusion Data Carlo Manzo Gorka Muñoz-Gil Giovanni Volpe Miguel Ángel García-March M. Lewenstein Ralf Metzler AI4CE 8 6 0 02 Jan 2023
Efficient recurrent neural network methods for anomalously diffusing single particle short and noisy trajectories Òscar Garibo i Orts M. Garcia-March J. A. Conejero 18 17 0 05 Aug 2021
CMT: Convolutional Neural Networks Meet Vision Transformers Jianyuan Guo Kai Han Han Wu Yehui Tang Chunjing Xu Yunhe Wang Chang Xu ViT 344 500 0 13 Jul 2021
Transformers in Vision: A Survey Salman Khan Muzammal Naseer Munawar Hayat Syed Waqas Zamir F. Khan M. Shah ViT 227 2,428 0 04 Jan 2021
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,743 0 26 Sep 2016