v1v2 (latest)

Transformer-based Multimodal Information Fusion for Facial Expression Analysis

23 March 2022

Papers citing "Transformer-based Multimodal Information Fusion for Facial Expression Analysis"

40 / 40 papers shown

Title
CoLo-CAM: Class Activation Mapping for Object Co-Localization in Weakly-Labeled Unconstrained Videos Soufiane Belharbi Shakeeb Murtaza M. Pedersoli Ismail Ben Ayed Luke McCaffrey Eric Granger WSOL 214 5 0 28 Jan 2025
Facial Expression Recognition with Swin Transformer Jun-Hwa Kim Namho Kim C. Won ViT 50 28 0 25 Mar 2022
Frame-level Prediction of Facial Expressions, Valence, Arousal and Action Units for Mobile Devices Andrey V. Savchenko CVBM 67 30 0 25 Mar 2022
Multi-modal Multi-label Facial Action Unit Detection with Transformer Lingfeng Wang Shisen Wang Jin Qi ViT CVBM 70 17 0 24 Mar 2022
Facial Expression Recognition based on Multi-head Cross Attention Network Jae-Yeop Jeong Yeong-Gi Hong Daun Kim Yuchul Jung Jin-Woo Jeong CVBM 67 14 0 24 Mar 2022
Coarse-to-Fine Cascaded Networks with Smooth Predicting for Video Facial Expression Recognition Fanglei Xue Zichang Tan Y. Zhu Zhongsong Ma G. Guo CVBM 67 33 0 24 Mar 2022
Facial Action Unit Recognition With Multi-models Ensembling Wenqiang Jiang Yannan Wu Fengsheng Qiao Liyu Meng Yuanyuan Deng Chuanhe Liu CVBM 59 16 0 24 Mar 2022
Facial Expression Classification using Fusion of Deep Neural Network in Video for the 3rd ABAW3 Competition Kim Ngan Phan Hong Hai Nguyen V. Huynh Soo-Hyung Kim CVBM 69 12 0 24 Mar 2022
An Ensemble Approach for Facial Expression Analysis in Video H. Nguyen V. Huynh Soo-Hyung Kim CVBM 65 21 0 24 Mar 2022
Multi-label Transformer for Action Unit Detection Gauthier Tallec Edouard Yvinec Arnaud Dapogny Kévin Bailly ViT 52 15 0 23 Mar 2022
ABAW: Valence-Arousal Estimation, Expression Recognition, Action Unit Detection & Multi-Task Learning Challenges D. Kollias 77 200 0 22 Feb 2022
Iterative Distillation for Better Uncertainty Estimates in Multitask Emotion Recognition Didan Deng Liang Wu Bertram E. Shi 59 34 0 21 Jul 2021
A Multi-task Mean Teacher for Semi-supervised Facial Affective Behavior Analysis Lingfeng Wang Shisen Wang Jin Qi Kenji Suzuki CVBM 43 32 0 09 Jul 2021
Emotion Recognition with Incomplete Labels Using Modified Multi-task Learning Technique Phan Tran Dac Thinh Hoang Manh Hung Hyung-Jeong Yang Soohyung Kim Gueesang Lee CVBM 56 17 0 09 Jul 2021
A Multi-modal and Multi-task Learning Method for Action Unit and Expression Recognition Yue Jin Tianqing Zheng Chao Gao Guoqiang Xu 81 38 0 09 Jul 2021
Multitask Multi-database Emotion Recognition Manh-Tu Vu M. Beurton-Aimar CVBM 64 29 0 08 Jul 2021
Analysing Affective Behavior in the second ABAW2 Competition D. Kollias I. Kotsia Elnar Hajiyev Stefanos Zafeiriou 113 219 0 14 Jun 2021
SpeechBrain: A General-Purpose Speech Toolkit Mirco Ravanelli Titouan Parcollet Peter William VanHarn Plantinga Aku Rouhe Samuele Cornell ... William Aris Hwidong Na Yan Gao R. Mori Yoshua Bengio 89 768 0 08 Jun 2021
Distribution Matching for Heterogeneous Multi-Task Learning: a Large-scale Face Study D. Kollias V. Sharmanska Stefanos Zafeiriou CVBM 67 224 0 08 May 2021
Affect Analysis in-the-wild: Valence-Arousal, Expressions, Action Units and a Unified Framework D. Kollias Stefanos Zafeiriou CVBM 51 220 0 29 Mar 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 463 21,564 0 25 Mar 2021
Remix: Rebalanced Mixup Hsin-Ping Chou Shih-Chieh Chang Jia-Yu Pan Wei Wei Da-Cheng Juan 85 237 0 08 Jul 2020
Designing Network Design Spaces Ilija Radosavovic Raj Prateek Kosaraju Ross B. Girshick Kaiming He Piotr Dollár GNN 102 1,692 0 30 Mar 2020
$J$\hat{\text{A}}$A-Net: Joint Facial Action Unit Detection and Face Alignment via Adaptive Attention$ J $\hat{\text{A}}$ A-Net: Joint Facial Action Unit Detection and Face Alignment via Adaptive Attention Zhiwen Shao Zhilei Liu Jianfei Cai Lizhuang Ma CVBM 69 139 0 18 Mar 2020
Analysing Affective Behavior in the First ABAW 2020 Competition D. Kollias Attila Schulc Elnar Hajiyev Stefanos Zafeiriou CVBM 96 282 0 30 Jan 2020
Face Behavior a la carte: Expressions, Affect and Action Units in a Single Network D. Kollias V. Sharmanska Ki-young Shin CVBM 112 215 0 15 Oct 2019
Expression, Affect, Action Unit Recognition: Aff-Wild2, Multi-Task Learning and ArcFace D. Kollias Stefanos Zafeiriou CVBM 76 348 0 25 Sep 2019
A Compact Embedding for Facial Expression Similarity Raviteja Vemulapalli A. Agarwala CVBM 42 94 0 27 Nov 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,175 0 11 Oct 2018
Multimodal Language Analysis with Recurrent Multistage Fusion Paul Pu Liang Liu Ziyin Amir Zadeh Louis-Philippe Morency 132 198 0 12 Aug 2018
Deep Affect Prediction in-the-wild: Aff-Wild Database and Challenge, Deep Architectures, and Beyond D. Kollias Panagiotis Tzirakis M. Nicolaou A. Papaioannou Guoying Zhao Björn Schuller I. Kotsia Stefanos Zafeiriou CVBM 104 444 0 29 Apr 2018
Memory Fusion Network for Multi-view Sequential Learning Amir Zadeh Paul Pu Liang Navonil Mazumder Soujanya Poria Min Zhang Louis-Philippe Morency 79 706 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 77 485 0 03 Feb 2018
mixup: Beyond Empirical Risk Minimization Hongyi Zhang Moustapha Cissé Yann N. Dauphin David Lopez-Paz NoLa 287 9,803 0 25 Oct 2017
AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild A. Mollahosseini Behzad Hasani Mohammad H. Mahoor CVBM 86 1,642 0 14 Aug 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 730 132,363 0 12 Jun 2017
A Deep Learning Perspective on the Origin of Facial Expressions R. Breuer Ron Kimmel HAI 55 101 0 04 May 2017
Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning Christian Szegedy Sergey Ioffe Vincent Vanhoucke Alexander A. Alemi 381 14,260 0 23 Feb 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,426 0 10 Dec 2015
Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling Junyoung Chung Çağlar Gülçehre Kyunghyun Cho Yoshua Bengio 601 12,734 0 11 Dec 2014