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AUFormer: Vision Transformers are Parameter-Efficient Facial Action Unit Detectors

7 March 2024

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Papers citing "AUFormer: Vision Transformers are Parameter-Efficient Facial Action Unit Detectors"

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Title
Representation Learning and Identity Adversarial Training for Facial Behavior Understanding Mang Ning A. A. Salah Itir Onal Ertugrul CVBM 143 5 0 15 Jul 2024
Multi-scale Promoted Self-adjusting Correlation Learning for Facial Action Unit Detection Xin Liu Kaishen Yuan Xuesong Niu Jingang Shi Zitong Yu Huanjing Yue Jingyu Yang 75 12 0 15 Aug 2023
FAN-Trans: Online Knowledge Distillation for Facial Action Unit Detection J. Yang Jie Shen Yiming Lin Yordan V. Hristov Maja Pantic ViT 77 9 0 11 Nov 2022
Convolutional Bypasses Are Better Vision Transformer Adapters Shibo Jie Zhi-Hong Deng VPVLM 66 134 0 14 Jul 2022
Neural Prompt Search Yuanhan Zhang Kaiyang Zhou Ziwei Liu VPVLM VLM 103 152 0 09 Jun 2022
Learning Multi-dimensional Edge Feature-based AU Relation Graph for Facial Action Unit Recognition Cheng Luo Siyang Song Weicheng Xie Linlin Shen Hatice Gunes CVBM 62 131 0 02 May 2022
Visual Prompt Tuning Menglin Jia Luming Tang Bor-Chun Chen Claire Cardie Serge Belongie Bharath Hariharan Ser-Nam Lim VLM VPVLM 155 1,641 0 23 Mar 2022
LoRA: Low-Rank Adaptation of Large Language Models J. E. Hu Yelong Shen Phillip Wallis Zeyuan Allen-Zhu Yuanzhi Li Shean Wang Lu Wang Weizhu Chen OffRL AI4TS AI4CE ALM AIMat 490 10,496 0 17 Jun 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 463 21,566 0 25 Mar 2021
Asymmetric Loss For Multi-Label Classification Emanuel Ben-Baruch T. Ridnik Nadav Zamir Asaf Noy Itamar Friedman M. Protter Lihi Zelnik-Manor 89 542 0 29 Sep 2020
Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation Elad Richardson Yuval Alaluf Or Patashnik Yotam Nitzan Yaniv Azar Stav Shapiro Daniel Cohen-Or 142 1,109 0 03 Aug 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 69 139 0 18 Mar 2020
Analyzing and Improving the Image Quality of StyleGAN Tero Karras S. Laine M. Aittala Janne Hellsten J. Lehtinen Timo Aila GAN 319 5,828 0 03 Dec 2019
Semantic Relationships Guided Representation Learning for Facial Action Unit Recognition Guanbin Li Xin Zhu Yirui Zeng Qing Wang Liang Lin CVBM 52 155 0 22 Apr 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 617 10,590 0 12 Dec 2018
AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild A. Mollahosseini Behzad Hasani Mohammad H. Mahoor CVBM 88 1,642 0 14 Aug 2017
Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization Ramprasaath R. Selvaraju Michael Cogswell Abhishek Das Ramakrishna Vedantam Devi Parikh Dhruv Batra FAtt 325 20,086 0 07 Oct 2016
Layer Normalization Jimmy Lei Ba J. Kiros Geoffrey E. Hinton 432 10,531 0 21 Jul 2016
Gaussian Error Linear Units (GELUs) Dan Hendrycks Kevin Gimpel 174 5,042 0 27 Jun 2016
Gated Graph Sequence Neural Networks Yujia Li Daniel Tarlow Marc Brockschmidt R. Zemel GNN 347 3,288 0 17 Nov 2015
A Century of Portraits: A Visual Historical Record of American High School Yearbooks Shiry Ginosar Kate Rakelly Sarah Sachs Brian Yin Crystal Lee Philipp Krahenbuhl Alexei A. Efros 74 113 0 09 Nov 2015
Deep Learning Face Attributes in the Wild Ziwei Liu Ping Luo Xiaogang Wang Xiaoou Tang CVBM 247 8,426 0 28 Nov 2014