GANSER: A Self-supervised Data Augmentation Framework for EEG-based Emotion Recognition

7 September 2021

Papers citing "GANSER: A Self-supervised Data Augmentation Framework for EEG-based Emotion Recognition"

12 / 12 papers shown

Title
Robust Emotion Recognition via Bi-Level Self-Supervised Continual Learning Adnan Ahmad Bahareh Nakisa Mohammad Naim Rastgoo 17 0 0 13 May 2025
Protecting Intellectual Property of EEG-based Neural Networks with Watermarking Ahmed Abdelaziz Ahmed Fathi Ahmed Fares 65 0 0 09 Feb 2025
EEG-based Multimodal Representation Learning for Emotion Recognition Kang Yin Hye-Bin Shin Dan Li Seong-Whan Lee 26 3 0 29 Oct 2024
EEG-Language Modeling for Pathology Detection Sam Gijsen Kerstin Ritter 47 0 0 02 Sep 2024
A novel dual-stream time-frequency contrastive pretext tasks framework for sleep stage classification Sergio Kazatzidis S. Mehrkanoon AI4TS 31 1 0 15 Dec 2023
ESTformer: Transformer Utilizing Spatiotemporal Dependencies for Electroencaphalogram Super-resolution Dongdong Li Zhongliang Zeng Zhe Wang Hai Yang 23 0 0 03 Dec 2023
Data Optimization in Deep Learning: A Survey Ou Wu Rujing Yao 38 1 0 25 Oct 2023
Hypercomplex Multimodal Emotion Recognition from EEG and Peripheral Physiological Signals Eleonora Lopez Eleonora Chiarantano Eleonora Grassucci Danilo Comminiello 33 12 0 11 Oct 2023
TS-MoCo: Time-Series Momentum Contrast for Self-Supervised Physiological Representation Learning Philipp Hallgarten David Bethge Ozan Özdenizci T. Große-Puppendahl Enkelejda Kasneci AI4TS 19 0 0 10 Jun 2023
Synthesizing Affective Neurophysiological Signals Using Generative Models: A Review Paper A. F. Nia Vanessa Tang G. M. Talou Mark Billinghurst 24 4 0 05 Jun 2023
CropCat: Data Augmentation for Smoothing the Feature Distribution of EEG Signals Sung-Jin Kim Dae-Hyeok Lee Yeonjong Choi 25 4 0 13 Dec 2022
Self-supervised Group Meiosis Contrastive Learning for EEG-Based Emotion Recognition Haoning Kan Jiale Yu Jiajin Huang Zihe Liu Haiyan Zhou 20 27 0 12 Jul 2022