Dynamic Difficulty Awareness Training for Continuous Emotion Prediction

Dynamic Difficulty Awareness Training for Continuous Emotion Prediction

IEEE transactions on multimedia (TMM), 2018

26 September 2018

Björn Schuller

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Papers citing "Dynamic Difficulty Awareness Training for Continuous Emotion Prediction"

14 / 14 papers shown

Title
Emotions as Ambiguity-aware Ordinal Representations Jingyao Wu M. Barthet Dávid Melhárt Georgios N. Yannakakis 98 0 0 26 Aug 2025
Dual-Constrained Dynamical Neural ODEs for Ambiguity-aware Continuous Emotion Prediction Jingyao Wu T. Dang V. Sethu Eliathamby Ambikairajah 80 5 0 31 Jul 2024
From the Lab to the Wild: Affect Modeling via Privileged InformationIEEE Transactions on Affective Computing (IEEE Trans. Affective Comput.), 2023 Konstantinos Makantasis Kosmas Pinitas Antonios Liapis Georgios N. Yannakakis 179 13 0 18 May 2023
Dynamic Time-Alignment of Dimensional Annotations of Emotion using Recurrent Neural Networks Sina Alisamir Fabien Ringeval François Portet 100 0 0 21 Sep 2022
Supervised Contrastive Learning for Affect ModellingInternational Conference on Multimodal Interaction (ICMI), 2022 Kosmas Pinitas Konstantinos Makantasis Antonios Liapis Georgios N. Yannakakis 135 11 0 25 Aug 2022
Fine-Grained Emotion Prediction by Modeling Emotion DefinitionsAffective Computing and Intelligent Interaction (ACII), 2021 Gargi Singh Dhanajit Brahma Piyush Rai Ashutosh Modi 122 13 0 26 Jul 2021
CAA-Net: Conditional Atrous CNNs with Attention for Explainable Device-robust Acoustic Scene ClassificationIEEE transactions on multimedia (TMM), 2020 Zhao Ren Qiuqiang Kong Jing Han Mark D. Plumbley Björn W. Schuller 134 32 0 18 Nov 2020
Robust Latent Representations via Cross-Modal Translation and Alignment Vandana Rajan Alessio Brutti Andrea Cavallaro 180 13 0 03 Nov 2020
Multimodal Continuous Emotion Recognition using Deep Multi-Task Learning with Correlation Loss Berkay Köprü E. Erzin CVBM 97 5 0 02 Nov 2020
CommuNety: A Deep Learning System for the Prediction of Cohesive Social Communities Syed Afaq Ali Shah Weifeng Deng Jianxin Li Muhammad Aamir Cheema Abdul Bais GNN 81 0 0 29 Jul 2020
Beneath the Tip of the Iceberg: Current Challenges and New Directions in Sentiment Analysis ResearchIEEE Transactions on Affective Computing (IEEE TAC), 2020 Soujanya Poria Devamanyu Hazarika Navonil Majumder Amélie Reymond 518 221 0 01 May 2020
EmoBed: Strengthening Monomodal Emotion Recognition via Training with Crossmodal Emotion EmbeddingsIEEE Transactions on Affective Computing (TAC), 2019 Jing Han Zixing Zhang Zhao Ren Björn Schuller 159 50 0 23 Jul 2019
Attention-Augmented End-to-End Multi-Task Learning for Emotion Prediction from Speech Zixing Zhang Bingwen Wu Bjoern Schuller 121 86 0 29 Mar 2019
Curriculum Learning for Speech Emotion Recognition from Crowdsourced Labels Reza Lotfian John H. L. Hansen 149 97 0 25 May 2018