Multi-label Transformer for Action Unit Detection

23 March 2022

Papers citing "Multi-label Transformer for Action Unit Detection"

20 / 20 papers shown

Title
ABAW: Valence-Arousal Estimation, Expression Recognition, Action Unit Detection & Multi-Task Learning Challenges D. Kollias 77 200 0 22 Feb 2022
Multi-Order Networks for Action Unit Detection Gauthier Tallec Arnaud Dapogny Kévin Bailly CVBM 55 13 0 01 Feb 2022
Query2Label: A Simple Transformer Way to Multi-Label Classification Shilong Liu Lei Zhang Xiao Yang Hang Su Jun Zhu 62 192 0 22 Jul 2021
Analysing Affective Behavior in the second ABAW2 Competition D. Kollias I. Kotsia Elnar Hajiyev Stefanos Zafeiriou 109 219 0 14 Jun 2021
Distribution Matching for Heterogeneous Multi-Task Learning: a Large-scale Face Study D. Kollias V. Sharmanska Stefanos Zafeiriou CVBM 65 223 0 08 May 2021
Affect Analysis in-the-wild: Valence-Arousal, Expressions, Action Units and a Unified Framework D. Kollias Stefanos Zafeiriou CVBM 48 220 0 29 Mar 2021
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 654 41,103 0 22 Oct 2020
$J$\hat{\text{A}}$A-Net: Joint Facial Action Unit Detection and Face Alignment via Adaptive Attention$ J $\hat{\text{A}}$ A-Net: Joint Facial Action Unit Detection and Face Alignment via Adaptive Attention Zhiwen Shao Zhilei Liu Jianfei Cai Lizhuang Ma CVBM 65 138 0 18 Mar 2020
Analysing Affective Behavior in the First ABAW 2020 Competition D. Kollias Attila Schulc Elnar Hajiyev Stefanos Zafeiriou CVBM 90 282 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 107 215 0 15 Oct 2019
Expression, Affect, Action Unit Recognition: Aff-Wild2, Multi-Task Learning and ArcFace D. Kollias Stefanos Zafeiriou CVBM 76 346 0 25 Sep 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 94,891 0 11 Oct 2018
Facial Action Unit Detection Using Attention and Relation Learning Zhiwen Shao Zhilei Liu Jianfei Cai Yunsheng Wu Lizhuang Ma ViT 53 117 0 10 Aug 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 97 443 0 29 Apr 2018
Deep Structure Inference Network for Facial Action Unit Recognition C. Corneanu Meysam Madadi Sergio Escalera CVBM 50 128 0 15 Mar 2018
Deep Adaptive Attention for Joint Facial Action Unit Detection and Face Alignment Zhiwen Shao Zhilei Liu Jianfei Cai Lizhuang Ma CVBM 90 175 0 15 Mar 2018
mixup: Beyond Empirical Risk Minimization Hongyi Zhang Moustapha Cissé Yann N. Dauphin David Lopez-Paz NoLa 280 9,764 0 25 Oct 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 701 131,652 0 12 Jun 2017
EAC-Net: A Region-based Deep Enhancing and Cropping Approach for Facial Action Unit Detection Wei Li Farnaz Abtahi Zhigang Zhu L. Yin 42 124 0 09 Feb 2017
Rethinking the Inception Architecture for Computer Vision Christian Szegedy Vincent Vanhoucke Sergey Ioffe Jonathon Shlens Z. Wojna 3DV BDL 883 27,373 0 02 Dec 2015