MERBench: A Unified Evaluation Benchmark for Multimodal Emotion
Recognition

MERBench: A Unified Evaluation Benchmark for Multimodal Emotion Recognition

7 January 2024

Yong Ren

Hao Gu

Papers citing "MERBench: A Unified Evaluation Benchmark for Multimodal Emotion Recognition"

18 / 68 papers shown

Title
Learning Factorized Multimodal Representations Yao-Hung Hubert Tsai Paul Pu Liang Amir Zadeh Louis-Philippe Morency Ruslan Salakhutdinov DRL 86 408 0 16 Jun 2018
VoxCeleb2: Deep Speaker Recognition Joon Son Chung Arsha Nagrani Andrew Zisserman 344 2,261 0 14 Jun 2018
Efficient Low-rank Multimodal Fusion with Modality-Specific Factors Zhun Liu Ying Shen V. Lakshminarasimhan Paul Pu Liang Amir Zadeh Louis-Philippe Morency 45 641 0 31 May 2018
Deep Facial Expression Recognition: A Survey Shan Li Weihong Deng 167 1,292 0 23 Apr 2018
EmotionLines: An Emotion Corpus of Multi-Party Conversations Shengli Chen Chao-Chun Hsu Chuan-Chun Kuo Ting-Hao 'Kenneth' Huang Huang Lun-Wei Ku 62 253 0 23 Feb 2018
Memory Fusion Network for Multi-view Sequential Learning Amir Zadeh Paul Pu Liang Navonil Mazumder Soujanya Poria Min Zhang Louis-Philippe Morency 64 701 0 03 Feb 2018
Multi-attention Recurrent Network for Human Communication Comprehension Amir Zadeh Paul Pu Liang Soujanya Poria Prateek Vij Min Zhang Louis-Philippe Morency 64 481 0 03 Feb 2018
Squeeze-and-Excitation Networks Jie Hu Li Shen Samuel Albanie Gang Sun Enhua Wu 351 26,241 0 05 Sep 2017
Recent Trends in Deep Learning Based Natural Language Processing Tom Young Devamanyu Hazarika Soujanya Poria Min Zhang 65 2,833 0 09 Aug 2017
Tensor Fusion Network for Multimodal Sentiment Analysis Amir Zadeh Minghai Chen Soujanya Poria Min Zhang Louis-Philippe Morency 57 1,223 0 23 Jul 2017
The Kinetics Human Action Video Dataset W. Kay João Carreira Karen Simonyan Brian Zhang Chloe Hillier ... Tim Green T. Back Apostol Natsev Mustafa Suleyman Andrew Zisserman 205 3,771 0 19 May 2017
A Baseline for Detecting Misclassified and Out-of-Distribution Examples in Neural Networks Dan Hendrycks Kevin Gimpel UQCV 111 3,420 0 07 Oct 2016
MS-Celeb-1M: A Dataset and Benchmark for Large-Scale Face Recognition Yandong Guo Lei Zhang Yuxiao Hu Xiaodong He Jianfeng Gao CVBM 147 1,953 0 27 Jul 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.5K 192,638 0 10 Dec 2015
MUSAN: A Music, Speech, and Noise Corpus David Snyder Guoguo Chen Daniel Povey 59 1,345 0 28 Oct 2015
EmoNets: Multimodal deep learning approaches for emotion recognition in video Samira Ebrahimi Kahou Xavier Bouthillier Pascal Lamblin Çağlar Gülçehre Vincent Michalski ... Aaron Courville Pascal Vincent Roland Memisevic C. Pal Yoshua Bengio 165 401 0 05 Mar 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.0K 149,474 0 22 Dec 2014
Challenges in Representation Learning: A report on three machine learning contests Ian Goodfellow D. Erhan P. Carrier Aaron Courville M. Berk Mirza ... Jingjing Xie Lukasz Romaszko Bing Xu Chuang Zhang Yoshua Bengio CVBM 108 1,605 0 01 Jul 2013