EEGFuseNet: Hybrid Unsupervised Deep Feature Characterization and Fusion for High-Dimensional EEG with An Application to Emotion Recognition

7 February 2021

Li Zhang

Papers citing "EEGFuseNet: Hybrid Unsupervised Deep Feature Characterization and Fusion for High-Dimensional EEG with An Application to Emotion Recognition"

23 / 23 papers shown

Title
Removing Neural Signal Artifacts with Autoencoder-Targeted Adversarial Transformers (AT-AT) Benjamin J. Choi 98 1 0 07 Feb 2025
Semi-Supervised End-To-End Contrastive Learning For Time Series Classification Hui Cai Xiang Zhang Xiaofeng Liu AI4TS 53 0 0 13 Oct 2023
Understanding Geometry of Encoder-Decoder CNNs J. C. Ye Woon Kyoung Sung 3DV AI4CE 48 72 0 22 Jan 2019
Object Detection with Deep Learning: A Review Zhong-Qiu Zhao Peng Zheng Shou-tao Xu Xindong Wu ObjD 89 3,978 0 15 Jul 2018
Unsupervised Detection of Lesions in Brain MRI using constrained adversarial auto-encoders Xiaoran Chen E. Konukoglu MedIm 59 264 0 13 Jun 2018
Adversarial Auto-encoders for Speech Based Emotion Recognition Saurabh Sahu Rahul Gupta Ganesh Sivaraman Wael AbdAlmageed C. Espy-Wilson GAN 41 66 0 06 Jun 2018
Semi-Recurrent CNN-based VAE-GAN for Sequential Data Generation Mohammad Akbari Jie Liang GAN 43 19 0 01 Jun 2018
An overview of deep learning based methods for unsupervised and semi-supervised anomaly detection in videos Dilip Ravi Kiran Mathew Thomas Ranjith Parakkal 64 447 0 09 Jan 2018
Deep Spatial Feature Reconstruction for Partial Person Re-identification: Alignment-Free Approach Lingxiao He Jian Liang Haiqing Li Zhenan Sun 54 290 0 03 Jan 2018
Deep Recurrent Generative Decoder for Abstractive Text Summarization Piji Li Wai Lam Lidong Bing Zihao Wang BDL DRL 55 211 0 02 Aug 2017
Deep learning with convolutional neural networks for EEG decoding and visualization Robin Tibor Schirrmeister Jost Tobias Springenberg Lukas Dominique Josef Fiederer Martin Glasstetter Katharina Eggensperger Michael Tangermann Frank Hutter Wolfram Burgard Tonio Ball 64 1,924 0 15 Mar 2017
Unsupervised Learning of Long-Term Motion Dynamics for Videos Zelun Luo Boya Peng De-An Huang Alexandre Alahi Li Fei-Fei SSL 75 193 0 07 Jan 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 86 2,855 0 23 Nov 2016
Tweet2Vec: Learning Tweet Embeddings Using Character-level CNN-LSTM Encoder-Decoder Soroush Vosoughi Prashanth Vijayaraghavan D. Roy SSL 46 180 0 26 Jul 2016
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 422 37,704 0 20 May 2016
A Hierarchical Latent Variable Encoder-Decoder Model for Generating Dialogues Iulian Serban Alessandro Sordoni Ryan J. Lowe Laurent Charlin Joelle Pineau Aaron Courville Yoshua Bengio BDL 121 1,106 0 19 May 2016
Joint Unsupervised Learning of Deep Representations and Image Clusters Jianwei Yang Devi Parikh Dhruv Batra SSL 44 814 0 13 Apr 2016
Adversarial Autoencoders Alireza Makhzani Jonathon Shlens Navdeep Jaitly Ian Goodfellow Brendan J. Frey GAN 82 2,224 0 18 Nov 2015
Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling Junyoung Chung Çağlar Gülçehre Kyunghyun Cho Yoshua Bengio 374 12,662 0 11 Dec 2014
Going Deeper with Convolutions Christian Szegedy Wei Liu Yangqing Jia P. Sermanet Scott E. Reed Dragomir Anguelov D. Erhan Vincent Vanhoucke Andrew Rabinovich 363 43,511 0 17 Sep 2014
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 321 20,491 0 10 Sep 2014
On the Properties of Neural Machine Translation: Encoder-Decoder Approaches Kyunghyun Cho B. V. Merrienboer Dzmitry Bahdanau Yoshua Bengio AI4CE AIMat 197 6,760 0 03 Sep 2014
Graph Degree Linkage: Agglomerative Clustering on a Directed Graph Wayne Zhang Xiaogang Wang Deli Zhao Xiaoou Tang 54 170 0 25 Aug 2012