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Deep Affect Prediction in-the-wild: Aff-Wild Database and Challenge, Deep Architectures, and Beyond

29 April 2018

Björn Schuller

Papers citing "Deep Affect Prediction in-the-wild: Aff-Wild Database and Challenge, Deep Architectures, and Beyond"

50 / 234 papers shown

Title
Joint Multimodal Transformer for Emotion Recognition in the Wild Paul Waligora Haseeb Aslam Osama Zeeshan Soufiane Belharbi A. L. Koerich M. Pedersoli Simon L Bacon Eric Granger 95 11 0 15 Mar 2024
Robust Light-Weight Facial Affective Behavior Recognition with CLIP Li Lin Sarah Papabathini Xin Eric Wang Shu Hu CVBM 92 16 0 14 Mar 2024
COVID-19 Computer-aided Diagnosis through AI-assisted CT Imaging Analysis: Deploying a Medical AI System Demetris Gerogiannis Anastasios Arsenos D. Kollias Dimitris Nikitopoulos Stefanos D. Kollias 79 17 0 10 Mar 2024
Distilling Privileged Multimodal Information for Expression Recognition using Optimal Transport Haseeb Aslam Muhammad Osama Zeeshan Soufiane Belharbi M. Pedersoli A. L. Koerich Simon L Bacon Eric Granger 66 10 0 27 Jan 2024
Distribution Matching for Multi-Task Learning of Classification Tasks: a Large-Scale Study on Faces & Beyond D. Kollias V. Sharmanska Stefanos Zafeiriou CVBM 112 43 0 02 Jan 2024
NAC-TCN: Temporal Convolutional Networks with Causal Dilated Neighborhood Attention for Emotion Understanding Alexander Mehta William Yang ViT 90 2 0 12 Dec 2023
Subject-Based Domain Adaptation for Facial Expression Recognition Muhammad Osama Zeeshan Haseeb Aslam Soufiane Belharbi A. L. Koerich M. Pedersoli Simon L Bacon Eric Granger 90 4 0 09 Dec 2023
BTDNet: a Multi-Modal Approach for Brain Tumor Radiogenomic Classification Dimitrios Kollias Karanjot Vendal Priyanka Gadhavi Solomon Russom 58 22 0 05 Oct 2023
LoRA-like Calibration for Multimodal Deception Detection using ATSFace Data Shun-Wen Hsiao Chengbin Sun CVBM 25 1 0 04 Sep 2023
Efficient Labelling of Affective Video Datasets via Few-Shot & Multi-Task Contrastive Learning R. Parameshwara Ibrahim Radwan Akshay Asthana Iman Abbasnejad Ramanathan Subramanian Roland Goecke CVBM 107 5 0 04 Aug 2023
Unlocking the Emotional World of Visual Media: An Overview of the Science, Research, and Impact of Understanding Emotion James Z. Wang Sicheng Zhao Chenyan Wu Reginald B. Adams M. Newman T. Shafir Rachelle Tsachor 130 33 0 25 Jul 2023
From the Lab to the Wild: Affect Modeling via Privileged Information Konstantinos Makantasis Kosmas Pinitas Antonios Liapis Georgios N. Yannakakis 69 9 0 18 May 2023
Recursive Joint Attention for Audio-Visual Fusion in Regression based Emotion Recognition R Gnana Praveen Eric Granger P. Cardinal 69 11 0 17 Apr 2023
Attribute-preserving Face Dataset Anonymization via Latent Code Optimization Simone Barattin Christos Tzelepis Ioannis Patras N. Sebe PICV CVBM 105 45 0 20 Mar 2023
Multi-modal Facial Affective Analysis based on Masked Autoencoder Wei Zhang Bowen Ma Feng Qiu Yu-qiong Ding CVBM 93 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 64 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 60 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 58 15 0 19 Mar 2023
Spatial-temporal Transformer for Affective Behavior Analysis Peng Zou Rui Wang Kehua Wen Yasi Peng Xiao Sun 76 5 0 19 Mar 2023
TempT: Temporal consistency for Test-time adaptation O. Mutlu Mohammadmahdi Honarmand Saimourya Surabhi Dennis Paul Wall 48 6 0 19 Mar 2023
Exploring Expression-related Self-supervised Learning for Affective Behaviour Analysis Fanglei Xue Yifan Sun Yi Yang 88 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 35 4 0 18 Mar 2023
Multimodal Continuous Emotion Recognition: A Technical Report for ABAW5 Su Zhang Ziyuan Zhao Cuntai Guan 86 24 0 18 Mar 2023
Multi-modal Expression Recognition with Ensemble Method Chuanhe Liu Xinjie Zhang Xiaolong Liu Tenggan Zhang Liyu Meng Yuchen Liu Yuanyuan Deng Wenqiang Jiang CVBM 41 7 0 17 Mar 2023
ABAW : Facial Expression Recognition in the wild Darshan Gera Badveeti Naveen Bobbili Veerendra Dr. S Balasubramanian CVBM 68 4 0 17 Mar 2023
Vision Transformer for Action Units Detection Tu Vu V. Huynh Soo Hyung Kim ViT 63 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 68 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 60 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 58 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 77 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 Ming Wang 54 17 0 16 Mar 2023
EmotiEffNet Facial Features in Uni-task Emotion Recognition in Video at ABAW-5 competition Andrey V. Savchenko CVBM 43 18 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 55 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 104 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 87 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 63 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 96 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 Stefanos Zafeiriou 118 124 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 78 38 0 01 Mar 2023
Uncertain Facial Expression Recognition via Multi-task Assisted Correction Yang Liu Xingming Zhang Janne Kauttonen Guoying Zhao CVBM 93 21 0 14 Dec 2022
SS-VAERR: Self-Supervised Apparent Emotional Reaction Recognition from Video Marija Jegorova Stavros Petridis Maja Pantic 66 2 0 20 Oct 2022
Optimal Transport-based Identity Matching for Identity-invariant Facial Expression Recognition D. Kim B. Song OT 88 11 0 25 Sep 2022
Audio-Visual Fusion for Emotion Recognition in the Valence-Arousal Space Using Joint Cross-Attention R Gnana Praveen Eric Granger P. Cardinal CVBM 86 34 0 19 Sep 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 78 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 54 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 76 5 0 27 Jul 2022
Affective Behaviour Analysis Using Pretrained Model with Facial Priori Yifan Li Haomiao Sun Zhao Liu Hu Han CVBM ViT 58 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 74 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 84 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 85 5 0 21 Jul 2022