v1v2 (latest)

Lightweight Models for Emotional Analysis in Video

13 March 2025

Papers citing "Lightweight Models for Emotional Analysis in Video"

26 / 26 papers shown

Title
HSEmotion Team at ABAW-8 Competition: Audiovisual Ambivalence/Hesitancy, Emotional Mimicry Intensity and Facial Expression Recognition Andrey V. Savchenko 140 5 0 13 Mar 2025
Enhancing Facial Expression Recognition through Dual-Direction Attention Mixed Feature Networks: Application to 7th ABAW Challenge Josep Cabacas-Maso Elena Ortega-Beltrán Ismael Benito-Altamirano Carles Ventura CVBM 91 3 0 17 Jul 2024
7th ABAW Competition: Multi-Task Learning and Compound Expression Recognition D. Kollias Stefanos Zafeiriou I. Kotsia Abhinav Dhall Shreya Ghosh Chunchang Shao Guanyu Hu 105 36 0 04 Jul 2024
MobileNetV4 - Universal Models for the Mobile Ecosystem Danfeng Qin Chas Leichner M. Delakis Marco Fornoni Shixin Luo ... Berkin Akin Vaibhav Aggarwal Tenghui Zhu Daniele Moro Andrew G. Howard MQ 114 121 0 16 Apr 2024
HSEmotion Team at the 6th ABAW Competition: Facial Expressions, Valence-Arousal and Emotion Intensity Prediction Andrey V. Savchenko 80 19 0 18 Mar 2024
The 6th Affective Behavior Analysis in-the-wild (ABAW) Competition D. Kollias Panagiotis Tzirakis Alan S. Cowen Stefanos Zafeiriou I. Kotsia Alice Baird Chris Gagne Chunchang Shao Guanyu Hu 124 73 0 29 Feb 2024
Distribution Matching for Multi-Task Learning of Classification Tasks: a Large-Scale Study on Faces & Beyond D. Kollias V. Sharmanska Stefanos Zafeiriou CVBM 112 43 0 02 Jan 2024
ABAW: Valence-Arousal Estimation, Expression Recognition, Action Unit Detection & Emotional Reaction Intensity Estimation Challenges D. Kollias Panagiotis Tzirakis Alice Baird Alan S. Cowen Stefanos Zafeiriou 118 124 0 02 Mar 2023
ABAW: Learning from Synthetic Data & Multi-Task Learning Challenges D. Kollias 117 129 0 03 Jul 2022
ABAW: Valence-Arousal Estimation, Expression Recognition, Action Unit Detection & Multi-Task Learning Challenges D. Kollias 116 200 0 22 Feb 2022
Analysing Affective Behavior in the second ABAW2 Competition D. Kollias I. Kotsia Elnar Hajiyev Stefanos Zafeiriou 142 219 0 14 Jun 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
MLP-Mixer: An all-MLP Architecture for Vision Ilya O. Tolstikhin N. Houlsby Alexander Kolesnikov Lucas Beyer Xiaohua Zhai ... Andreas Steiner Daniel Keysers Jakob Uszkoreit Mario Lucic Alexey Dosovitskiy 518 2,715 0 04 May 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 794 6,149 0 29 Apr 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
Speech Emotion Recognition using Semantic Information Panagiotis Tzirakis Anh-Tuan Nguyen Stefanos Zafeiriou Björn W. Schuller 77 19 0 04 Mar 2021
wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations Alexei Baevski Henry Zhou Abdel-rahman Mohamed Michael Auli SSL 319 5,868 0 20 Jun 2020
Analysing Affective Behavior in the First ABAW 2020 Competition D. Kollias Attila Schulc Elnar Hajiyev Stefanos Zafeiriou CVBM 113 282 0 30 Jan 2020
Face Behavior a la carte: Expressions, Affect and Action Units in a Single Network D. Kollias V. Sharmanska Ki-young Shin CVBM 137 215 0 15 Oct 2019
Expression, Affect, Action Unit Recognition: Aff-Wild2, Multi-Task Learning and ArcFace D. Kollias Stefanos Zafeiriou CVBM 88 348 0 25 Sep 2019
Measuring Depression Symptom Severity from Spoken Language and 3D Facial Expressions Albert Haque Michelle Guo Adam S. Miner Li Fei-Fei 44 112 0 21 Nov 2018
Deep Affect Prediction in-the-wild: Aff-Wild Database and Challenge, Deep Architectures, and Beyond D. Kollias Panagiotis Tzirakis M. Nicolaou A. Papaioannou Guoying Zhao Björn Schuller I. Kotsia Stefanos Zafeiriou CVBM 162 444 0 29 Apr 2018
End2You -- The Imperial Toolkit for Multimodal Profiling by End-to-End Learning Panagiotis Tzirakis Stefanos Zafeiriou Bjorn W. Schuller 96 52 0 04 Feb 2018
AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild A. Mollahosseini Behzad Hasani Mohammad H. Mahoor CVBM 106 1,654 0 14 Aug 2017
End-to-End Multimodal Emotion Recognition using Deep Neural Networks Panagiotis Tzirakis George Trigeorgis M. Nicolaou Björn Schuller Stefanos Zafeiriou HAI 64 551 0 27 Apr 2017
Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Networks Kaipeng Zhang Zhanpeng Zhang Zhifeng Li Yu Qiao CVBM 181 4,983 0 11 Apr 2016