ABAW: Valence-Arousal Estimation, Expression Recognition, Action Unit Detection & Multi-Task Learning Challenges

22 February 2022

Papers citing "ABAW: Valence-Arousal Estimation, Expression Recognition, Action Unit Detection & Multi-Task Learning Challenges"

50 / 121 papers shown

Title
BTDNet: a Multi-Modal Approach for Brain Tumor Radiogenomic Classification Dimitrios Kollias Karanjot Vendal Priyanka Gadhavi Solomon Russom 21 20 0 05 Oct 2023
A Generative Framework for Self-Supervised Facial Representation Learning Ruian He Zhen Xing Weimin Tan Bo Yan DiffM 26 0 0 15 Sep 2023
ExpCLIP: Bridging Text and Facial Expressions via Semantic Alignment Yicheng Zhong Huawei Wei Pei-Yin Yang Zhisheng Wang CLIP 37 6 0 28 Aug 2023
Multi-modal Facial Affective Analysis based on Masked Autoencoder Wei Zhang Bowen Ma Feng Qiu Yu-qiong Ding CVBM 42 29 0 20 Mar 2023
Computer Vision Estimation of Emotion Reaction Intensity in the Wild Yang Qian A. Kargarandehkordi O. Mutlu Saimourya Surabhi Mohammadmahdi Honarmand Dennis Paul Wall Peter Washington 29 5 0 19 Mar 2023
Spatio-Temporal AU Relational Graph Representation Learning For Facial Action Units Detection Zihan Wang Siyang Song Cheng Luo Yuzhi Zhou Shiling Wu Weicheng Xie Linlin Shen CVBM 38 13 0 19 Mar 2023
Multi-modal Facial Action Unit Detection with Large Pre-trained Models for the 5th Competition on Affective Behavior Analysis in-the-wild Yufeng Yin Minh Tran Di Chang Xinrui Wang M. Soleymani CVBM 25 15 0 19 Mar 2023
Spatial-temporal Transformer for Affective Behavior Analysis Peng Zou Rui Wang Kehua Wen Yasi Peng Xiao Sun 24 5 0 19 Mar 2023
Exploring Expression-related Self-supervised Learning for Affective Behaviour Analysis Fanglei Xue Yifan Sun Yi Yang 36 4 0 18 Mar 2023
Mutilmodal Feature Extraction and Attention-based Fusion for Emotion Estimation in Videos Tao Shu Xinke Wang Ruotong Wang Chuang Chen Y. Zhang Xiao Sun 20 4 0 18 Mar 2023
Multimodal Continuous Emotion Recognition: A Technical Report for ABAW5 Su Zhang Ziyuan Zhao Cuntai Guan 31 22 0 18 Mar 2023
ABAW : Facial Expression Recognition in the wild Darshan Gera Badveeti Naveen Bobbili Veerendra Dr. S Balasubramanian CVBM 35 4 0 17 Mar 2023
Vision Transformer for Action Units Detection Tu Vu V. Huynh Soo Hyung Kim ViT 22 12 0 16 Mar 2023
A transformer-based approach to video frame-level prediction in Affective Behaviour Analysis In-the-wild Dang-Khanh Nguyen Ngoc-Huynh Ho Sudarshan Pant Hyung-Jeong Yang ViT 27 19 0 16 Mar 2023
Human Reaction Intensity Estimation with Ensemble of Multi-task Networks Jiyeon Oh Daun Kim Jae-Yeop Jeong Yeong-Gi Hong Jin-Woo Jeong CVBM 35 1 0 16 Mar 2023
A Dual Branch Network for Emotional Reaction Intensity Estimation Jun-chen Yu Jichao Zhu Wangyuan Zhu Zhongpeng Cai Guochen Xie Renda Li Gongpeng Zhao 32 6 0 16 Mar 2023
Emotional Reaction Intensity Estimation Based on Multimodal Data Shangfei Wang Jiaqiang Wu Feiyi Zheng Xin Li Xuewei Li Su-ge Wang Yi Wu Yanan Chang Xiangyu Miao 36 3 0 16 Mar 2023
Multimodal Feature Extraction and Fusion for Emotional Reaction Intensity Estimation and Expression Classification in Videos with Transformers Jia Li Yin Chen Xuesong Zhang Jian‐Hui Nie Zi-Yang Li Yang Yu Yan Zhang Richang Hong Hao Wu 25 17 0 16 Mar 2023
EmotiEffNet Facial Features in Uni-task Emotion Recognition in Video at ABAW-5 competition Andrey V. Savchenko CVBM 21 18 0 16 Mar 2023
Facial Affect Recognition based on Transformer Encoder and Audiovisual Fusion for the ABAW5 Challenge Ziyang Zhang Liuwei An Zishun Cui Ao Xu Tengteng Dong Yueqi Jiang Jingyi Shi Xin Liu Xiao Sun Meng Wang CVBM 35 20 0 16 Mar 2023
Facial Affective Behavior Analysis Method for 5th ABAW Competition Shangfei Wang Yanan Chang Yi Wu Xiangyu Miao Jiaqiang Wu Zhouan Zhu Jiahe Wang Yufei Xiao CVBM 33 15 0 16 Mar 2023
Exploring Large-scale Unlabeled Faces to Enhance Facial Expression Recognition Jun-chen Yu Zhongpeng Cai Renda Li Gongpeng Zhao Guochen Xie Jichao Zhu Wangyuan Zhu CVBM 58 11 0 15 Mar 2023
Local Region Perception and Relationship Learning Combined with Feature Fusion for Facial Action Unit Detection Jun-chen Yu Renda Li Zhongpeng Cai Gongpeng Zhao Guochen Xie Jichao Zhu Wangyuan Zhu CVBM 47 12 0 15 Mar 2023
Multi Modal Facial Expression Recognition with Transformer-Based Fusion Networks and Dynamic Sampling Jun-Hwa Kim Namho Kim C. Won CVBM 24 8 0 15 Mar 2023
Leveraging TCN and Transformer for effective visual-audio fusion in continuous emotion recognition Weiwei Zhou Jiada Lu Zhaolong Xiong Weifeng Wang 27 28 0 15 Mar 2023
ABAW: Valence-Arousal Estimation, Expression Recognition, Action Unit Detection & Emotional Reaction Intensity Estimation Challenges D. Kollias Panagiotis Tzirakis Alice Baird Alan S. Cowen S. Zafeiriou 63 123 0 02 Mar 2023
A Deep Neural Architecture for Harmonizing 3-D Input Data Analysis and Decision Making in Medical Imaging D. Kollias Anastasios Arsenos Stefanos D. Kollias AI4CE 34 35 0 01 Mar 2023
Uncertain Facial Expression Recognition via Multi-task Assisted Correction Yang Liu Xingming Zhang Janne Kauttonen Guoying Zhao CVBM 41 14 0 14 Dec 2022
Revisiting Self-Supervised Contrastive Learning for Facial Expression Recognition Yuxuan Shu Xiao Gu Guangyao Yang Benny Lo SSL 54 17 0 08 Oct 2022
Deep Adaptation of Adult-Child Facial Expressions by Fusing Landmark Features Megan A. Witherow Manar D. Samad N. Diawara H. Bar Khan M. Iftekharuddin CVBM 3DH 30 5 0 18 Sep 2022
Multi-Task Transformer with uncertainty modelling for Face Based Affective Computing Gauthier Tallec Jules Bonnard Arnaud Dapogny Kévin Bailly CVBM 25 0 0 06 Aug 2022
Mid-level Representation Enhancement and Graph Embedded Uncertainty Suppressing for Facial Expression Recognition Jie Lei Zhao Liu Zeyu Zou Tongtong Li Xu Juan Shuai Wang Guoyu Yang Zunlei Feng CVBM 33 5 0 27 Jul 2022
Affective Behaviour Analysis Using Pretrained Model with Facial Priori Yifan Li Haomiao Sun Zhao Liu Hu Han CVBM ViT 31 11 0 24 Jul 2022
Two-Aspect Information Fusion Model For ABAW4 Multi-task Challenge Haiyang Sun Zheng Lian B. Liu Jianhua Tao Guoying Zhao Cong Cai CVBM 26 3 0 23 Jul 2022
An Ensemble Approach for Multiple Emotion Descriptors Estimation Using Multi-task Learning Irfan Haider Minh-Trieu Tran Soo-Hyung Kim Hyung-Jeong Yang Gueesang Lee CVBM 34 4 0 22 Jul 2022
Affective Behavior Analysis using Action Unit Relation Graph and Multi-task Cross Attention Dang-Khanh Nguyen Sudarshan Pant Ngoc-Huynh Ho Gueesang Lee Soo-Huyng Kim Hyung-Jeong Yang CVBM 21 5 0 21 Jul 2022
Hybrid CNN-Transformer Model For Facial Affect Recognition In the ABAW4 Challenge Lingfeng Wang Haocheng Li Chun-Qi Liu ViT CVBM 16 5 0 20 Jul 2022
Learning from Synthetic Data: Facial Expression Classification based on Ensemble of Multi-task Networks Jae-Yeop Jeong Yeong-Gi Hong Jiyeon Oh Sumin Hong Jin-Woo Jeong Yuchul Jung CVBM 38 6 0 20 Jul 2022
AU-Supervised Convolutional Vision Transformers for Synthetic Facial Expression Recognition Shuyi Mao Xinpeng Li Jun-Cheng Chen Xiaojiang Peng ViT 24 0 0 20 Jul 2022
Facial Affect Analysis: Learning from Synthetic Data & Multi-Task Learning Challenges Siyang Li Yifan Xu Huanyu Wu Dongrui Wu Yingjie Yin Jiajiong Cao Jin-Fei Ding CVBM 32 11 0 20 Jul 2022
Multi-Task Learning for Emotion Descriptors Estimation at the fourth ABAW Challenge Yanan Chang Yi Wu Xiangyu Miao Jiahe Wang Shangfei Wang CVBM 12 4 0 20 Jul 2022
HSE-NN Team at the 4th ABAW Competition: Multi-task Emotion Recognition and Learning from Synthetic Images Andrey V. Savchenko CVBM 18 7 0 19 Jul 2022
Multi-Task Learning Framework for Emotion Recognition in-the-wild Tenggan Zhang Chuanhe Liu Xiaolong Liu Yuchen Liu Liyu Meng Lei Sun Wenqiang Jiang Fengyuan Zhang Jinming Zhao Qin Jin CVBM 14 18 0 19 Jul 2022
ABAW: Learning from Synthetic Data & Multi-Task Learning Challenges D. Kollias 46 126 0 03 Jul 2022
AI-MIA: COVID-19 Detection & Severity Analysis through Medical Imaging D. Kollias Anastasios Arsenos Stefanos D. Kollias 32 41 0 09 Jun 2022
MixAugment & Mixup: Augmentation Methods for Facial Expression Recognition Andreas Psaroudakis D. Kollias 21 37 0 09 May 2022
A Joint Cross-Attention Model for Audio-Visual Fusion in Dimensional Emotion Recognition R Gnana Praveen W. Melo Nasib Ullah Haseeb Aslam Osama Zeeshan ... M. Pedersoli Alessandro Lameiras Koerich Simon L Bacon P. Cardinal Eric Granger 22 68 0 28 Mar 2022
Multi-model Ensemble Learning Method for Human Expression Recognition Jun-chen Yu Zhongpeng Cai Peng He Guochen Xie Qi Ling 24 9 0 28 Mar 2022
Facial Expression Recognition with Swin Transformer Jun-Hwa Kim Namho Kim C. Won ViT 25 28 0 25 Mar 2022
Facial Action Unit Recognition Based on Transfer Learning Shangfei Wang Yanan Chang Jiahe Wang CVBM 39 5 0 25 Mar 2022