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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
A Multi-task Mean Teacher for Semi-supervised Facial Affective Behavior Analysis Lingfeng Wang Shisen Wang Jin Qi Kenji Suzuki CVBM 51 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 76 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 71 29 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 67 8 0 08 Jul 2021
Causal affect prediction model using a facial image sequence Geesung Oh Euiseok Jeong Sejoon Lim CVBM 69 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 74 35 0 08 Jul 2021
Feature Pyramid Network for Multi-task Affective Analysis Ruian He Zhen Xing Weimin Tan Bo Yan CVBM 82 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 99 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 54 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 58 6 0 07 Jul 2021
Continuous Emotion Recognition with Audio-visual Leader-follower Attentive Fusion Su Zhang Yi Ding Ziquan Wei Cuntai Guan 84 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 82 83 0 01 Jul 2021
Analysing Affective Behavior in the second ABAW2 Competition D. Kollias I. Kotsia Elnar Hajiyev Stefanos Zafeiriou 142 219 0 14 Jun 2021
Using Self-Supervised Auxiliary Tasks to Improve Fine-Grained Facial Representation Mahdi Pourmirzaei G. Montazer Farzaneh Esmaili CVBM 66 28 0 13 May 2021
Distribution Matching for Heterogeneous Multi-Task Learning: a Large-scale Face Study D. Kollias V. Sharmanska Stefanos Zafeiriou CVBM 81 224 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 60 3 0 04 May 2021
Technical Report for Valence-Arousal Estimation on Affwild2 Dataset I-Hsuan Li CVBM 99 10 0 04 May 2021
Affect Analysis in-the-wild: Valence-Arousal, Expressions, Action Units and a Unified Framework D. Kollias Stefanos Zafeiriou CVBM 65 220 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 151 29 0 29 Mar 2021
Affective Processes: stochastic modelling of temporal context for emotion and facial expression recognition Enrique Sanchez M. Tellamekala Michel Valstar Georgios Tzimiropoulos CVBM 69 29 0 24 Mar 2021
A Multi-resolution Approach to Expression Recognition in the Wild F. V. Massoli Donato Cafarelli Giuseppe Amato Fabrizio Falchi CVBM 59 0 0 09 Mar 2021
Speech Emotion Recognition using Semantic Information Panagiotis Tzirakis Anh-Tuan Nguyen Stefanos Zafeiriou Björn W. Schuller 74 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 51 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 76 6 0 25 Jan 2021
Expression Recognition Analysis in the Wild Donato Cafarelli F. V. Massoli Fabrizio Falchi Claudio Gennaro Giuseppe Amato CVBM 117 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 96 62 0 15 Jan 2021
Detecting expressions with multimodal transformers Srinivas Parthasarathy Shiva Sundaram 105 29 0 30 Nov 2020
Continuous Emotion Recognition with Spatiotemporal Convolutional Neural Networks Thomas Teixeira Eric Granger Alessandro Lameiras Koerich CVBM 55 10 0 18 Nov 2020
Semi-supervised Facial Action Unit Intensity Estimation with Contrastive Learning Enrique Sanchez Adrian Bulat Anestis Zaganidis Georgios Tzimiropoulos CVBM 81 3 0 03 Nov 2020
Facial Emotion Recognition with Noisy Multi-task Annotations Siwei Zhang Zhiwu Huang D. Paudel Luc Van Gool CVBM 61 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 83 17 0 07 Oct 2020
The FaceChannelS: Strike of the Sequences for the AffWild 2 Challenge Pablo V. A. Barros A. Sciutti CVBM 35 2 0 04 Oct 2020
Deep Convolutional Neural Network Based Facial Expression Recognition in the Wild Hafiq Anas Bacha Rehman Ong Wee Hong CVBM 23 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 56 8 0 01 Oct 2020
Affect Expression Behaviour Analysis in the Wild using Spatio-Channel Attention and Complementary Context Information Darshan Gera S. Balasubramanian 82 20 0 29 Sep 2020
Visual Methods for Sign Language Recognition: A Modality-Based Review B. Seddik N. Amara SLR 78 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 53 38 0 15 Sep 2020
Introducing Representations of Facial Affect in Automated Multimodal Deception Detection Leena Mathur Maja J. Matarić CVBM 102 40 0 31 Aug 2020
Multi-label Learning with Missing Values using Combined Facial Action Unit Datasets Jaspar Pahl Ines Rieger Dominik Seuss CVBM 39 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 67 161 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 62 25 0 12 Aug 2020
Emotion Recognition on large video dataset based on Convolutional Feature Extractor and Recurrent Neural Network Denis Rangulov Muhammad Fahim 18 8 0 19 Jun 2020
Does Visual Self-Supervision Improve Learning of Speech Representations for Emotion Recognition? Abhinav Shukla Stavros Petridis Maja Pantic SSL 88 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 31 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 60 49 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 31 18 0 17 Apr 2020
Unique Class Group Based Multi-Label Balancing Optimizer for Action Unit Detection Ines Rieger Jaspar Pahl Dominik Seuss CVBM 59 5 0 05 Mar 2020
Expression Recognition in the Wild Using Sequence Modeling Sowmya Rasipuram Junaid Hamid Bhat Anutosh Maitra 18 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 23 0 0 26 Feb 2020