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Partial Label Learning for Emotion Recognition from EEG

25 February 2023

Papers citing "Partial Label Learning for Emotion Recognition from EEG"

31 / 31 papers shown

Title
NeuroLM: A Universal Multi-task Foundation Model for Bridging the Gap between Language and EEG Signals Wei-Bang Jiang Yansen Wang Bao-Liang Lu Dongsheng Li 200 26 0 27 Aug 2024
Large Brain Model for Learning Generic Representations with Tremendous EEG Data in BCI Wei-Bang Jiang Li-Ming Zhao Bao-Liang Lu 133 127 0 29 May 2024
Semi-Supervised Dual-Stream Self-Attentive Adversarial Graph Contrastive Learning for Cross-Subject EEG-based Emotion Recognition Weishan Ye Zhiguo Zhang Min Zhang Fei Teng Li Zhang Linling Li G. Huang Jianhong Wang Dong Ni Zhen Liang 109 20 0 13 Aug 2023
EEG-based Cognitive Load Classification using Feature Masked Autoencoding and Emotion Transfer Learning Dustin Pulver Prithila Angkan Paul Hungler Ali Etemad 129 8 0 01 Aug 2023
Towards Effective Visual Representations for Partial-Label Learning Shiyu Xia Jiaqi Lv Ning Xu Gang Niu Xin Geng VLM SSL 130 30 0 10 May 2023
PARSE: Pairwise Alignment of Representations in Semi-Supervised EEG Learning for Emotion Recognition Guangyi Zhang Vandad Davoodnia Ali Etemad 125 47 0 11 Feb 2022
Holistic Semi-Supervised Approaches for EEG Representation Learning Guangyi Zhang Ali Etemad 122 9 0 24 Sep 2021
Attentive Cross-modal Connections for Deep Multimodal Wearable-based Emotion Recognition Anubha Bhatti Behnam Behinaein D. Rodenburg Paul Hungler Ali Etemad 78 22 0 04 Aug 2021
Deep Recurrent Semi-Supervised EEG Representation Learning for Emotion Recognition Guangyi Zhang Ali Etemad SSL 96 16 0 28 Jul 2021
Leveraged Weighted Loss for Partial Label Learning Hongwei Wen Jingyi Cui H. Hang Jiabin Liu Yisen Wang Zhouchen Lin 95 105 0 10 Jun 2021
AdaMatch: A Unified Approach to Semi-Supervised Learning and Domain Adaptation David Berthelot Rebecca Roelofs Kihyuk Sohn Nicholas Carlini Alexey Kurakin 178 155 0 08 Jun 2021
Incremental False Negative Detection for Contrastive Learning Tsai-Shien Chen Wei-Chih Hung Hung-Yu Tseng Shao-Yi Chien Ming-Hsuan Yang SSL CLL 238 62 0 07 Jun 2021
Distilling EEG Representations via Capsules for Affective Computing Guangyi Zhang Ali Etemad 149 19 0 30 Apr 2021
On the Power of Deep but Naive Partial Label Learning Junghoon Seo Joon Suk Huh 131 12 0 22 Oct 2020
Prototypical Contrastive Learning of Unsupervised Representations Junnan Li Pan Zhou Caiming Xiong Guosheng Lin SSL DRL 375 1,010 0 11 May 2020
Supervised Contrastive Learning Prannay Khosla Piotr Teterwak Chen Wang Aaron Sarna Yonglong Tian Phillip Isola Aaron Maschinot Ce Liu Dilip Krishnan SSL 346 4,899 0 23 Apr 2020
Progressive Identification of True Labels for Partial-Label Learning Jiaqi Lv Miao Xu Lei Feng Gang Niu Xin Geng Masashi Sugiyama 193 189 0 19 Feb 2020
A Simple Framework for Contrastive Learning of Visual Representations Ting-Li Chen Simon Kornblith Mohammad Norouzi Geoffrey E. Hinton SSL 738 19,966 0 13 Feb 2020
Self-supervised ECG Representation Learning for Emotion Recognition Pritam Sarkar Ali Etemad SSL 150 282 0 04 Feb 2020
Capsule Attention for Multimodal EEG-EOG Representation Learning with Application to Driver Vigilance Estimation Guangyi Zhang Ali Etemad 134 47 0 17 Dec 2019
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 772 44,568 0 03 Dec 2019
Momentum Contrast for Unsupervised Visual Representation Learning Kaiming He Haoqi Fan Yuxin Wu Saining Xie Ross B. Girshick SSL 545 12,722 0 13 Nov 2019
Classification of Hand Movements from EEG using a Deep Attention-based LSTM Network Guangyi Zhang Vandad Davoodnia Alireza Sepas-Moghaddam Yaoxue Zhang Ali Etemad 97 133 0 06 Aug 2019
EEG-Based Emotion Recognition Using Regularized Graph Neural Networks Peixiang Zhong Di Wang Chunyan Miao 213 573 0 18 Jul 2019
MixMatch: A Holistic Approach to Semi-Supervised Learning David Berthelot Nicholas Carlini Ian Goodfellow Nicolas Papernot Avital Oliver Colin Raffel 334 3,126 0 06 May 2019
Deep learning-based electroencephalography analysis: a systematic review Yannick Roy Hubert J. Banville Isabela Albuquerque Alexandre Gramfort T. Falk J. Faubert 192 1,024 0 16 Jan 2019
ChronoNet: A Deep Recurrent Neural Network for Abnormal EEG Identification Subhrajit Roy Isabell Kiral-Kornek S. Harrer 135 165 0 30 Jan 2018
Cascade and Parallel Convolutional Recurrent Neural Networks on EEG-based Intention Recognition for Brain Computer Interface Dalin Zhang Lina Yao Xiang Zhang Sen Wang Weitong Chen R. Boots 125 186 0 22 Aug 2017
EEGNet: A Compact Convolutional Network for EEG-based Brain-Computer Interfaces Vernon J. Lawhern Amelia J. Solon Nicholas R. Waytowich Stephen M. Gordon C. Hung Brent Lance OOD 377 3,172 0 23 Nov 2016
Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization Ramprasaath R. Selvaraju Michael Cogswell Abhishek Das Ramakrishna Vedantam Devi Parikh Dhruv Batra FAtt 736 21,365 0 07 Oct 2016
Temporal Ensembling for Semi-Supervised Learning S. Laine Timo Aila UQCV 388 2,624 0 07 Oct 2016