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 / 233 papers shown

Title
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 18 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 32 38 0 09 Jul 2021
Multitask Multi-database Emotion Recognition Manh-Tu Vu M. Beurton-Aimar CVBM 30 28 0 08 Jul 2021
Technical Report for Valence-Arousal Estimation in ABAW2 Challenge Hongxia Xie I-Hsuan Li Ling Lo Hong-Han Shuai Wen-Huang Cheng 27 8 0 08 Jul 2021
Causal affect prediction model using a facial image sequence Geesung Oh Euiseok Jeong Sejoon Lim CVBM 33 12 0 08 Jul 2021
Prior Aided Streaming Network for Multi-task Affective Recognitionat the 2nd ABAW2 Competition Wei Zhang Zunhu Guo Keyu Chen Lincheng Li Zhimeng Zhang Yu-qiong Ding CVBM 35 35 0 08 Jul 2021
Feature Pyramid Network for Multi-task Affective Analysis Ruian He Zhen Xing Weimin Tan Bo Yan CVBM 33 8 0 08 Jul 2021
An audiovisual and contextual approach for categorical and continuous emotion recognition in-the-wild P. Antoniadis Ioannis Pikoulis P. Filntisis Petros Maragos CVBM 27 23 0 07 Jul 2021
Action Units Recognition Using Improved Pairwise Deep Architecture Junya Saito Xiaoyue Mi A. Uchida Sachihiro Youoku Takahisa Yamamoto Kentaro Murase Osafumi Nakayama CVBM 24 8 0 07 Jul 2021
Multi-modal Affect Analysis using standardized data within subjects in the Wild Sachihiro Youoku Takahisa Yamamoto Junya Saito A. Uchida Xiaoyue Mi Ziqiang Shi Liu Liu Zhongling Liu Osafumi Nakayama Kentaro Murase CVBM 32 6 0 07 Jul 2021
Continuous Emotion Recognition with Audio-visual Leader-follower Attentive Fusion Su Zhang Yi Ding Ziquan Wei Cuntai Guan 40 25 0 02 Jul 2021
iMiGUE: An Identity-free Video Dataset for Micro-Gesture Understanding and Emotion Analysis Xin Liu Henglin Shi Haoyu Chen Zitong Yu Xiaobai Li Guoying Zhao 19 80 0 01 Jul 2021
Analysing Affective Behavior in the second ABAW2 Competition D. Kollias I. Kotsia Elnar Hajiyev S. Zafeiriou 37 217 0 14 Jun 2021
Using Self-Supervised Auxiliary Tasks to Improve Fine-Grained Facial Representation Mahdi Pourmirzaei G. Montazer Farzaneh Esmaili CVBM 29 26 0 13 May 2021
Distribution Matching for Heterogeneous Multi-Task Learning: a Large-scale Face Study D. Kollias V. Sharmanska S. Zafeiriou CVBM 35 221 0 08 May 2021
An Estimation of Online Video User Engagement from Features of Continuous Emotions Lukas Stappen Alice Baird Michelle Lienhart Annalena Batz Björn Schuller 14 3 0 04 May 2021
Technical Report for Valence-Arousal Estimation on Affwild2 Dataset I-Hsuan Li CVBM 51 10 0 04 May 2021
Affect Analysis in-the-wild: Valence-Arousal, Expressions, Action Units and a Unified Framework D. Kollias S. Zafeiriou CVBM 11 218 0 29 Mar 2021
Graph-based Facial Affect Analysis: A Review Yang Liu Xingming Zhang Yante Li Jinzhao Zhou Xin-hui Li Guoying Zhao CVBM 46 24 0 29 Mar 2021
Affective Processes: stochastic modelling of temporal context for emotion and facial expression recognition Enrique Sanchez M. Tellamekala M. Valstar Georgios Tzimiropoulos CVBM 32 28 0 24 Mar 2021
A Multi-resolution Approach to Expression Recognition in the Wild F. V. Massoli Donato Cafarelli Giuseppe Amato Fabrizio Falchi CVBM 29 0 0 09 Mar 2021
Speech Emotion Recognition using Semantic Information Panagiotis Tzirakis Anh-Tuan Nguyen S. Zafeiriou Björn W. Schuller 15 19 0 04 Mar 2021
An Enhanced Adversarial Network with Combined Latent Features for Spatio-Temporal Facial Affect Estimation in the Wild Decky Aspandi Federico Sukno Björn Schuller Xavier Binefa CVBM 21 13 0 18 Feb 2021
Weakly Supervised Learning for Facial Behavior Analysis : A Review G. Praveen Member Ieee Eric Granger Member Ieee Patrick Cardinal CVBM 37 6 0 25 Jan 2021
Expression Recognition Analysis in the Wild Donato Cafarelli F. V. Massoli Fabrizio Falchi Claudio Gennaro Giuseppe Amato CVBM 33 0 0 22 Jan 2021
The Multimodal Sentiment Analysis in Car Reviews (MuSe-CaR) Dataset: Collection, Insights and Improvements Lukas Stappen Alice Baird Lea Schumann Björn Schuller 42 59 0 15 Jan 2021
Detecting expressions with multimodal transformers Srinivas Parthasarathy Shiva Sundaram 29 29 0 30 Nov 2020
Continuous Emotion Recognition with Spatiotemporal Convolutional Neural Networks Thomas Teixeira Eric Granger Alessandro Lameiras Koerich CVBM 25 9 0 18 Nov 2020
Semi-supervised Facial Action Unit Intensity Estimation with Contrastive Learning Enrique Sanchez Adrian Bulat Anestis Zaganidis Georgios Tzimiropoulos CVBM 14 3 0 03 Nov 2020
Facial Emotion Recognition with Noisy Multi-task Annotations Siwei Zhang Zhiwu Huang D. Paudel Luc Van Gool CVBM 24 10 0 19 Oct 2020
An Audio-Video Deep and Transfer Learning Framework for Multimodal Emotion Recognition in the wild D. Dresvyanskiy E. Ryumina Heysem Kaya M. Markitantov A. Karpov Wolfgang Minker CVBM 13 17 0 07 Oct 2020
The FaceChannelS: Strike of the Sequences for the AffWild 2 Challenge Pablo V. A. Barros A. Sciutti CVBM 10 2 0 04 Oct 2020
Deep Convolutional Neural Network Based Facial Expression Recognition in the Wild Hafiq Anas Bacha Rehman Ong Wee Hong CVBM 11 1 0 03 Oct 2020
Action Units Recognition by Pairwise Deep Architecture Junya Saito Ryosuke Kawamura A. Uchida Sachihiro Youoku Yuushi Toyoda Takahisa Yamamoto Xiaoyue Mi Kentaro Murase 9 8 0 01 Oct 2020
Affect Expression Behaviour Analysis in the Wild using Spatio-Channel Attention and Complementary Context Information Darshan Gera S. Balasubramanian 29 20 0 29 Sep 2020
Visual Methods for Sign Language Recognition: A Modality-Based Review B. Seddik N. Amara SLR 32 1 0 22 Sep 2020
The FaceChannel: A Fast & Furious Deep Neural Network for Facial Expression Recognition Pablo V. A. Barros Nikhil Churamani A. Sciutti CVBM 21 38 0 15 Sep 2020
Introducing Representations of Facial Affect in Automated Multimodal Deception Detection Leena Mathur Maja J. Matarić CVBM 9 37 0 31 Aug 2020
Multi-label Learning with Missing Values using Combined Facial Action Unit Datasets Jaspar Pahl Ines Rieger Dominik Seuss CVBM 11 2 0 17 Aug 2020
DFEW: A Large-Scale Database for Recognizing Dynamic Facial Expressions in the Wild Xingxun Jiang Yuan Zong Wenming Zheng Chuangao Tang Wanchuang Xia Cheng Lu Jiateng Liu 22 153 0 13 Aug 2020
RAF-AU Database: In-the-Wild Facial Expressions with Subjective Emotion Judgement and Objective AU Annotations Wenjing Yan Shan Li Chengtao Que Jiquan Pei Weihong Deng CVBM 19 23 0 12 Aug 2020
Emotion Recognition on large video dataset based on Convolutional Feature Extractor and Recurrent Neural Network Denis Rangulov Muhammad Fahim 6 8 0 19 Jun 2020
Does Visual Self-Supervision Improve Learning of Speech Representations for Emotion Recognition? Abhinav Shukla Stavros Petridis M. Pantic SSL 32 28 0 04 May 2020
MuSe 2020 -- The First International Multimodal Sentiment Analysis in Real-life Media Challenge and Workshop Lukas Stappen Alice Baird Georgios Rizos Panagiotis Tzirakis Xinchen Du ... Adria Mallol-Ragolta Björn W. Schuller I. Lefter Min Zhang Y. Kompatsiaris 18 13 0 30 Apr 2020
Deep Auto-Encoders with Sequential Learning for Multimodal Dimensional Emotion Recognition Dung Nguyen D. Nguyen Rui Zeng Thanh Thi Nguyen Son N. Tran Thin Nguyen Sridha Sridharan Clinton Fookes 9 46 0 28 Apr 2020
The FaceChannel: A Light-weight Deep Neural Network for Facial Expression Recognition Pablo V. A. Barros Nikhil Churamani A. Sciutti CVBM 6 17 0 17 Apr 2020
Unique Class Group Based Multi-Label Balancing Optimizer for Action Unit Detection Ines Rieger Jaspar Pahl Dominik Seuss CVBM 22 5 0 05 Mar 2020
Expression Recognition in the Wild Using Sequence Modeling Sowmya Rasipuram Junaid Hamid Bhat Anutosh Maitra 10 0 0 26 Feb 2020
Multi-Modal Continuous Valence And Arousal Prediction in the Wild Using Deep 3D Features and Sequence Modeling Sowmya Rasipuram Junaid Hamid Bhat Anutosh Maitra 6 0 0 26 Feb 2020
Affective Expression Analysis in-the-wild using Multi-Task Temporal Statistical Deep Learning Model Nhu-Tai Do Tram-Tran Nguyen-Quynh Soohyung Kim CVBM 21 18 0 21 Feb 2020