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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
Hybrid CNN-Transformer Model For Facial Affect Recognition In the ABAW4 Challenge Lingfeng Wang Haocheng Li Chun-Qi Liu ViT CVBM 49 6 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 70 8 0 20 Jul 2022
BYEL : Bootstrap Your Emotion Latent Hyungjun Lee Hwangyu Lim Sejoon Lim 51 4 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 73 12 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 52 4 0 20 Jul 2022
Hand-Assisted Expression Recognition Method from Synthetic Images at the Fourth ABAW Challenge Xiangyu Miao Jiahe Wang Yanan Chang Yi Wu Shangfei Wang CVBM 37 1 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 94 8 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 77 19 0 19 Jul 2022
SS-MFAR : Semi-supervised Multi-task Facial Affect Recognition Darshan Gera Badveeti Naveen Bobbili Veerendra Dr. S Balasubramanian CVBM 56 5 0 19 Jul 2022
ABAW: Learning from Synthetic Data & Multi-Task Learning Challenges D. Kollias 113 129 0 03 Jul 2022
HICEM: A High-Coverage Emotion Model for Artificial Emotional Intelligence Benjamin J. Wortman Jianmin Wang 52 11 0 15 Jun 2022
AI-MIA: COVID-19 Detection & Severity Analysis through Medical Imaging D. Kollias Anastasios Arsenos Stefanos D. Kollias 103 42 0 09 Jun 2022
Spatio-Temporal Transformer for Dynamic Facial Expression Recognition in the Wild Fuyan Ma Bin Sun Shutao Li ViT 52 31 0 10 May 2022
MixAugment & Mixup: Augmentation Methods for Facial Expression Recognition Andreas Psaroudakis D. Kollias 73 39 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 114 71 0 28 Mar 2022
Multi-model Ensemble Learning Method for Human Expression Recognition Jun-chen Yu Zhongpeng Cai Peng He Guochen Xie Qi Ling 62 9 0 28 Mar 2022
Facial Expression Recognition with Swin Transformer Jun-Hwa Kim Namho Kim C. Won ViT 58 28 0 25 Mar 2022
Facial Action Unit Recognition Based on Transfer Learning Shangfei Wang Yanan Chang Jiahe Wang CVBM 94 5 0 25 Mar 2022
Frame-level Prediction of Facial Expressions, Valence, Arousal and Action Units for Mobile Devices Andrey V. Savchenko CVBM 89 30 0 25 Mar 2022
Multi-modal Multi-label Facial Action Unit Detection with Transformer Lingfeng Wang Shisen Wang Jin Qi ViT CVBM 88 17 0 24 Mar 2022
Continuous-Time Audiovisual Fusion with Recurrence vs. Attention for In-The-Wild Affect Recognition Vincent Karas M. Tellamekala Adria Mallol-Ragolta Michel Valstar Björn W. Schuller 92 13 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 81 14 0 24 Mar 2022
Multitask Emotion Recognition Model with Knowledge Distillation and Task Discriminator Euiseok Jeong Geesung Oh Sejoon Lim CVBM 70 7 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 100 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 73 16 0 24 Mar 2022
Multi-modal Emotion Estimation for in-the-wild Videos Liyu Meng Yuchen Liu Xiaolong Liu Zhaopei Huang Yuanyuan Deng Jinming Zhao Chuanhe Liu Qin Jin 89 24 0 24 Mar 2022
Continuous Emotion Recognition using Visual-audio-linguistic information: A Technical Report for ABAW3 Su Zhang Ruyi An Yi Ding Cuntai Guan 79 28 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 91 12 0 24 Mar 2022
An Ensemble Approach for Facial Expression Analysis in Video H. Nguyen V. Huynh Soo-Hyung Kim CVBM 81 21 0 24 Mar 2022
Multiple Emotion Descriptors Estimation at the ABAW3 Challenge Didan Deng CVBM 88 11 0 24 Mar 2022
Random Forest Regression for continuous affect using Facial Action Units Saurabh Hinduja Shaun J. Canavan Liza Jivnani Sk Rahatul Jannat Chakra Kumar CVBM 26 0 0 24 Mar 2022
Multi-label Transformer for Action Unit Detection Gauthier Tallec Edouard Yvinec Arnaud Dapogny Kévin Bailly ViT 61 15 0 23 Mar 2022
An Attention-based Method for Action Unit Detection at the 3rd ABAW Competition Duy Le Hoai Eunchae Lim Eunbin Choi Si-Yeol Kim Sudarshan Pant Gueesang Lee Soohyun Kim Hyung-Jeong Yang CVBM 57 7 0 23 Mar 2022
Transformer-based Multimodal Information Fusion for Facial Expression Analysis Wei Zhang Feng Qiu Suzhe Wang Hao Zeng Zhimeng Zhang Rudong An Bowen Ma Yu-qiong Ding CVBM 90 91 0 23 Mar 2022
FERV39k: A Large-Scale Multi-Scene Dataset for Facial Expression Recognition in Videos Yan Wang Yixuan Sun Yiwen Huang Zhongying Liu Shuyong Gao Wei Zhang Weifeng Ge Wenqiang Zhang 83 89 0 17 Mar 2022
ABAW: Valence-Arousal Estimation, Expression Recognition, Action Unit Detection & Multi-Task Learning Challenges D. Kollias 116 200 0 22 Feb 2022
User Interaction Analysis through Contrasting Websites Experience Decky Aspandi Sarah Doosdal Victor Ulger Lukas Gillich Steffen Staab 68 3 0 10 Jan 2022
Neural Emotion Director: Speech-preserving semantic control of facial expressions in "in-the-wild" videos Foivos Paraperas-Papantoniou P. Filntisis Petros Maragos A. Roussos 3DH CVBM 92 25 0 01 Dec 2021
FEAFA+: An Extended Well-Annotated Dataset for Facial Expression Analysis and 3D Facial Animation Wei Gan Jian Xue Ke Lu Yanfu Yan Pengcheng Gao Jiayi Lyu CVBM 34 10 0 04 Nov 2021
Facial Emotion Recognition using Deep Residual Networks in Real-World Environments Panagiotis Tzirakis Dénes Boros Elnar Hajiyev Björn W. Schuller CVBM 36 1 0 04 Nov 2021
Pairwise Emotional Relationship Recognition in Drama Videos: Dataset and Benchmark Xun Gao Yin Zhao Jie Zhang Longjun Cai 53 6 0 23 Sep 2021
Modeling Dynamics of Facial Behavior for Mental Health Assessment Minh Tran Ellen R. Bradley Michelle Matvey J. Woolley M. Soleymani CVBM 42 3 0 23 Aug 2021
Affect-Aware Deep Belief Network Representations for Multimodal Unsupervised Deception Detection Leena Mathur Maja J. Matarić CVBM 27 7 0 17 Aug 2021
Privileged Information for Modeling Affect In The Wild Konstantinos Makantasis Dávid Melhárt Antonios Liapis Georgios N. Yannakakis 58 8 0 22 Jul 2021
Iterative Distillation for Better Uncertainty Estimates in Multitask Emotion Recognition Didan Deng Liang Wu Bertram E. Shi 63 34 0 21 Jul 2021
Spatial and Temporal Networks for Facial Expression Recognition in the Wild Videos Shuyi Mao Xinqi Fan Xiaojiang Peng CVBM 60 7 0 12 Jul 2021
Bayesian Convolutional Neural Networks for Seven Basic Facial Expression Classifications Yuan Tai Yihua Tan W. Gong Hai-bo Huang CVBM 33 1 0 10 Jul 2021
Consensual Collaborative Training And Knowledge Distillation Based Facial Expression Recognition Under Noisy Annotations Darshan Gera B. S 69 7 0 10 Jul 2021
Seven Basic Expression Recognition Using ResNet-18 Satnam Singh Doris Schicker CVBM 46 4 0 09 Jul 2021
Action Unit Detection with Joint Adaptive Attention and Graph Relation Chenggong Zhang Juan Song Qingyang Zhang Weilong Dong Ruomeng Ding Zhilei Liu CVBM 47 6 0 09 Jul 2021