MultiMAE-DER: Multimodal Masked Autoencoder for Dynamic Emotion Recognition

28 April 2024

Papers citing "MultiMAE-DER: Multimodal Masked Autoencoder for Dynamic Emotion Recognition"

27 / 27 papers shown

Title
Multimodal Emotion Recognition using Audio-Video Transformer Fusion with Cross Attention Joe Dhanith Shravan Venkatraman Modigari Narendra Vigya Sharma Santhosh Malarvannan 103 0 0 20 Feb 2025
AV-SUPERB: A Multi-Task Evaluation Benchmark for Audio-Visual Representation Models Yuan Tseng Layne Berry Yi-Ting Chen I-Hsiang Chiu Hsuan-Hao Lin ... Yu Tsao Shinji Watanabe Abdel-rahman Mohamed Chi-Luen Feng Hung-yi Lee VLM SSL 72 14 0 19 Sep 2023
MAE-DFER: Efficient Masked Autoencoder for Self-supervised Dynamic Facial Expression Recognition Guoying Zhao Zheng Lian B. Liu Jianhua Tao 50 17 0 05 Jul 2023
PAtt-Lite: Lightweight Patch and Attention MobileNet for Challenging Facial Expression Recognition Jia Le Ngwe K. Lim C. Lee T. Ong CVBM 49 12 0 16 Jun 2023
A vector quantized masked autoencoder for speech emotion recognition Samir Sadok Simon Leglaive Renaud Séguier 79 20 0 21 Apr 2023
MAViL: Masked Audio-Video Learners Po-Yao (Bernie) Huang Vasu Sharma Hu Xu Chaitanya K. Ryali Haoqi Fan Yanghao Li Shang-Wen Li Gargi Ghosh Jitendra Malik Christoph Feichtenhofer 35 53 0 15 Dec 2022
Masked Autoencoders that Listen Po-Yao (Bernie) Huang Hu Xu Juncheng Billy Li Alexei Baevski Michael Auli Wojciech Galuba Florian Metze Christoph Feichtenhofer 55 276 0 13 Jul 2022
Spatio-Temporal Transformer for Dynamic Facial Expression Recognition in the Wild Fuyan Ma Bin Sun Shutao Li ViT 29 31 0 10 May 2022
VideoMAE: Masked Autoencoders are Data-Efficient Learners for Self-Supervised Video Pre-Training Zhan Tong Yibing Song Jue Wang Limin Wang ViT 188 1,156 0 23 Mar 2022
Self-attention fusion for audiovisual emotion recognition with incomplete data K. Chumachenko Alexandros Iosifidis Moncef Gabbouj 99 38 0 26 Jan 2022
A Pre-trained Audio-Visual Transformer for Emotion Recognition Minh Tran M. Soleymani 62 25 0 23 Jan 2022
Learning Audio-Visual Speech Representation by Masked Multimodal Cluster Prediction Bowen Shi Wei-Ning Hsu Kushal Lakhotia Abdel-rahman Mohamed SSL 69 310 0 05 Jan 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 345 7,600 0 11 Nov 2021
A cross-modal fusion network based on self-attention and residual structure for multimodal emotion recognition Ziwang Fu Feng Liu Hanyang Wang Jiayin Qi Xiangling Fu Aimin Zhou Zhibin Li 43 30 0 03 Nov 2021
HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units Wei-Ning Hsu Benjamin Bolte Yao-Hung Hubert Tsai Kushal Lakhotia Ruslan Salakhutdinov Abdel-rahman Mohamed SSL 108 2,879 0 14 Jun 2021
ERANNs: Efficient Residual Audio Neural Networks for Audio Pattern Recognition S. Verbitskiy Vladimir Berikov Viacheslav Vyshegorodtsev 31 73 0 03 Jun 2021
MSAF: Multimodal Split Attention Fusion Lang Su Chuqing Hu Guofa Li Dongpu Cao 46 37 0 13 Dec 2020
Parameter Efficient Multimodal Transformers for Video Representation Learning Sangho Lee Youngjae Yu Gunhee Kim Thomas Breuel Jan Kautz Yale Song ViT 41 77 0 08 Dec 2020
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 132 40,217 0 22 Oct 2020
MMTM: Multimodal Transfer Module for CNN Fusion Hamid Reza Vaezi Joze Amirreza Shaban Michael L. Iuzzolino K. Koishida 34 278 0 20 Nov 2019
Multimodal Transformer for Unaligned Multimodal Language Sequences Yao-Hung Hubert Tsai Shaojie Bai Paul Pu Liang J. Zico Kolter Louis-Philippe Morency Ruslan Salakhutdinov 48 1,280 0 01 Jun 2019
Deep-Emotion: Facial Expression Recognition Using Attentional Convolutional Network Shervin Minaee AmirAli Abdolrashidi CVBM 105 561 0 04 Feb 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 608 93,936 0 11 Oct 2018
Real-time Convolutional Neural Networks for Emotion and Gender Classification Octavio Arriaga Matias Valdenegro-Toro Paul G. Plöger 3DH 25 295 0 20 Oct 2017
Tensor Fusion Network for Multimodal Sentiment Analysis Amir Zadeh Minghai Chen Soujanya Poria Min Zhang Louis-Philippe Morency 41 1,221 0 23 Jul 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 235 129,831 0 12 Jun 2017
Multimodal Compact Bilinear Pooling for Visual Question Answering and Visual Grounding Akira Fukui Dong Huk Park Daylen Yang Anna Rohrbach Trevor Darrell Marcus Rohrbach 244 1,466 0 06 Jun 2016