Transfer Learning on Electromyography (EMG) Tasks: Approaches and Beyond

Transfer Learning on Electromyography (EMG) Tasks: Approaches and Beyond

3 October 2022

Papers citing "Transfer Learning on Electromyography (EMG) Tasks: Approaches and Beyond"

13 / 13 papers shown

Title
Inter-Subject Variance Transfer Learning for EMG Pattern Classification Based on Bayesian Inference Seitaro Yoneda Akira Furui 22 0 0 21 May 2025
Towards Homogeneous Lexical Tone Decoding from Heterogeneous Intracranial Recordings Di Wu Siyuan Li Chen Feng Lu Cao Yize Zhang Jie Yang Mohamad Sawan 55 0 0 13 Oct 2024
Deep Transfer-Learning for patient specific model re-calibration: Application to sEMG-Classification S. Lehmler Muhammad Saif-ur-Rehman Tobias Glasmachers Ioannis Iossifidis 15 5 0 30 Dec 2021
Self-training for Few-shot Transfer Across Extreme Task Differences Cheng Perng Phoo B. Hariharan SSL 86 106 0 15 Oct 2020
Universal Physiological Representation Learning with Soft-Disentangled Rateless Autoencoders Mo Han Ozan Özdenizci T. Koike-Akino Ye Wang Deniz Erdogmus OOD AAML DRL 43 10 0 28 Sep 2020
Disentangled Adversarial Autoencoder for Subject-Invariant Physiological Feature Extraction Mo Han Ozan Özdenizci Ye Wang T. Koike-Akino Deniz Erdogmus AAML DRL 87 19 0 26 Aug 2020
Meta-Learning in Neural Networks: A Survey Timothy M. Hospedales Antreas Antoniou P. Micaelli Amos Storkey OOD 294 1,950 0 11 Apr 2020
Unsupervised Domain Adversarial Self-Calibration for Electromyographic-based Gesture Recognition Ulysse Côté-Allard Gabriel Gagnon-Turcotte A. Phinyomark K. Glette Erik J. Scheme François Laviolette Benoit Gosselin 40 50 0 21 Dec 2019
A Comprehensive Survey on Transfer Learning Fuzhen Zhuang Zhiyuan Qi Keyu Duan Dongbo Xi Yongchun Zhu Hengshu Zhu Hui Xiong Qing He 155 4,395 0 07 Nov 2019
Deep Learning for Electromyographic Hand Gesture Signal Classification Using Transfer Learning Ulysse Côté-Allard C. Fall Alexandre Drouin Alexandre Campeau-Lecours C. Gosselin K. Glette François Laviolette Benoit Gosselin 28 552 0 10 Jan 2018
Expectation maximization transfer learning and its application for bionic hand prostheses Benjamin Paassen Alexander Schulz J. Hahne Barbara Hammer OOD 16 25 0 25 Nov 2017
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 754 11,793 0 09 Mar 2017
DeCAF: A Deep Convolutional Activation Feature for Generic Visual Recognition Jeff Donahue Yangqing Jia Oriol Vinyals Judy Hoffman Ning Zhang Eric Tzeng Trevor Darrell VLM ObjD 151 4,946 0 06 Oct 2013