Multitask Emotion Recognition with Incomplete Labels

10 February 2020

Bertram E. Shi

Papers citing "Multitask Emotion Recognition with Incomplete Labels"

48 / 48 papers shown

Title
DriveGazen: Event-Based Driving Status Recognition using Conventional Camera Xiaoyin Yang 70 0 0 16 Dec 2024
Inclusive Emotion Technologies: Addressing the Needs of d/Deaf and Hard of Hearing Learners in Video-Based Learning Si Chen Jason Situ Haocong Cheng Suzy Su Desirée Kirst Lu Ming Qi Wang Lawrence Angrave Yun Huang 16 3 0 30 Sep 2024
7th ABAW Competition: Multi-Task Learning and Compound Expression Recognition D. Kollias S. Zafeiriou I. Kotsia Abhinav Dhall Shreya Ghosh Chunchang Shao Guanyu Hu 27 35 0 04 Jul 2024
Towards Inclusive Video Commenting: Introducing Signmaku for the Deaf and Hard-of-Hearing Si Chen Haocong Cheng Jason Situ Desirée Kirst Suzy Su Saumya Malhotra Lawrence Angrave Qi Wang Yun Huang 27 5 0 26 Mar 2024
The 6th Affective Behavior Analysis in-the-wild (ABAW) Competition D. Kollias Panagiotis Tzirakis Alan S. Cowen S. Zafeiriou I. Kotsia Alice Baird Chris Gagne Chunchang Shao Guanyu Hu 38 71 0 29 Feb 2024
Mood as a Contextual Cue for Improved Emotion Inference S. Narayana Ibrahim Radwan Subramanian Ramanathan Roland Goecke 20 1 0 13 Feb 2024
Distribution Matching for Multi-Task Learning of Classification Tasks: a Large-Scale Study on Faces & Beyond D. Kollias V. Sharmanska S. Zafeiriou CVBM 36 41 0 02 Jan 2024
In the Blink of an Eye: Event-based Emotion Recognition Haiwei Zhang Jiqing Zhang B. Dong Pieter Peers Wenwei Wu Xiaopeng Wei Felix Heide Xin Yang CVBM 17 11 0 06 Oct 2023
Classification of Alzheimers Disease with Deep Learning on Eye-tracking Data Harshinee Sriram Cristina Conati Thalia S. Field 19 9 0 22 Sep 2023
A Unified Transformer-based Network for multimodal Emotion Recognition Kamran Ali Charles E. Hughes 10 1 0 27 Aug 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 M. Wang 20 17 0 16 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 52 123 0 02 Mar 2023
Facial Expression Recognition using Squeeze and Excitation-powered Swin Transformers A. Vats Aman Chadha ViT 27 2 0 26 Jan 2023
Speech MOS multi-task learning and rater bias correction H. Akrami H. Gamper 19 0 0 04 Dec 2022
AU-Aware Vision Transformers for Biased Facial Expression Recognition Shuyi Mao Xinpeng Li Q. Wu Xiaojiang Peng ViT 28 2 0 12 Nov 2022
Missing Modality meets Meta Sampling (M3S): An Efficient Universal Approach for Multimodal Sentiment Analysis with Missing Modality Haozhe Chi Minghua Yang Junhao Zhu Guanhong Wang Gaoang Wang 33 3 0 07 Oct 2022
To Improve Is to Change: Towards Improving Mood Prediction by Learning Changes in Emotion S. Narayana Ramanathan Subramanian Ibrahim Radwan Roland Goecke 16 4 0 03 Oct 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
AU-Supervised Convolutional Vision Transformers for Synthetic Facial Expression Recognition Shuyi Mao Xinpeng Li Jun-Cheng Chen Xiaojiang Peng ViT 19 0 0 20 Jul 2022
ABAW: Learning from Synthetic Data & Multi-Task Learning Challenges D. Kollias 41 126 0 03 Jul 2022
Dynamic Restrained Uncertainty Weighting Loss for Multitask Learning of Vocal Expression Meishu Song Zijiang Yang Andreas Triantafyllopoulos Xin Jing Vincent Karas Xie Jiangjian Zixing Zhang Yamamoto Yoshiharu Bjoern W. Schuller 14 6 0 22 Jun 2022
Continuous-Time Audiovisual Fusion with Recurrence vs. Attention for In-The-Wild Affect Recognition Vincent Karas M. Tellamekala Adria Mallol-Ragolta M. Valstar Björn W. Schuller 17 13 0 24 Mar 2022
Multitask Emotion Recognition Model with Knowledge Distillation and Task Discriminator Euiseok Jeong Geesung Oh Sejoon Lim CVBM 17 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 23 33 0 24 Mar 2022
An Ensemble Approach for Facial Expression Analysis in Video H. Nguyen V. Huynh Soo-Hyung Kim CVBM 27 21 0 24 Mar 2022
Multiple Emotion Descriptors Estimation at the ABAW3 Challenge Didan Deng CVBM 42 11 0 24 Mar 2022
ABAW: Valence-Arousal Estimation, Expression Recognition, Action Unit Detection & Multi-Task Learning Challenges D. Kollias 29 198 0 22 Feb 2022
Invertible Frowns: Video-to-Video Facial Emotion Translation Ian H. Magnusson Aruna Sankaranarayanan A. Lippman VGen 24 6 0 16 Sep 2021
Iterative Distillation for Better Uncertainty Estimates in Multitask Emotion Recognition Didan Deng Liang Wu Bertram E. Shi 44 32 0 21 Jul 2021
A Multi-task Mean Teacher for Semi-supervised Facial Affective Behavior Analysis Lingfeng Wang Shisen Wang Jin Qi Kenji Suzuki CVBM 14 32 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 27 38 0 09 Jul 2021
Multitask Multi-database Emotion Recognition Manh-Tu Vu M. Beurton-Aimar CVBM 19 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 19 8 0 08 Jul 2021
Causal affect prediction model using a facial image sequence Geesung Oh Euiseok Jeong Sejoon Lim CVBM 25 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 24 35 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 22 23 0 07 Jul 2021
Continuous Emotion Recognition with Audio-visual Leader-follower Attentive Fusion Su Zhang Yi Ding Ziquan Wei Cuntai Guan 31 25 0 02 Jul 2021
Toward Affective XAI: Facial Affect Analysis for Understanding Explainable Human-AI Interactions Luke M. Guerdan Alex Raymond Hatice Gunes CVBM 13 14 0 16 Jun 2021
Analysing Affective Behavior in the second ABAW2 Competition D. Kollias I. Kotsia Elnar Hajiyev S. Zafeiriou 23 217 0 14 Jun 2021
Distribution Matching for Heterogeneous Multi-Task Learning: a Large-scale Face Study D. Kollias V. Sharmanska S. Zafeiriou CVBM 24 221 0 08 May 2021
Technical Report for Valence-Arousal Estimation on Affwild2 Dataset I-Hsuan Li CVBM 43 10 0 04 May 2021
Robust Training of Social Media Image Classification Models for Rapid Disaster Response Firoj Alam Tanvirul Alam Muhammad Imran Ferda Ofli OOD VLM 24 14 0 09 Apr 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
Detecting expressions with multimodal transformers Srinivas Parthasarathy Shiva Sundaram 26 29 0 30 Nov 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
Unique Class Group Based Multi-Label Balancing Optimizer for Action Unit Detection Ines Rieger Jaspar Pahl Dominik Seuss CVBM 14 5 0 05 Mar 2020
Two-Stream Aural-Visual Affect Analysis in the Wild Felix Kuhnke Lars Rumberg Jörn Ostermann CVBM 45 77 0 09 Feb 2020
Analysing Affective Behavior in the First ABAW 2020 Competition D. Kollias Attila Schulc Elnar Hajiyev S. Zafeiriou CVBM 22 280 0 30 Jan 2020