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Local Multi-Head Channel Self-Attention for Facial Expression Recognition

14 November 2021

Papers citing "Local Multi-Head Channel Self-Attention for Facial Expression Recognition"

38 / 38 papers shown

Title
EmoNeXt: an Adapted ConvNeXt for Facial Emotion Recognition Yassine El Boudouri Amine Bohi 138 17 0 14 Jan 2025
CoAtNet: Marrying Convolution and Attention for All Data Sizes Zihang Dai Hanxiao Liu Quoc V. Le Mingxing Tan ViT 141 1,212 0 09 Jun 2021
Facial Emotion Recognition: State of the Art Performance on FER2013 Yousif Khaireddin Z. Chen 3DH 50 156 0 08 May 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 470 21,603 0 25 Mar 2021
LARNet: Lie Algebra Residual Network for Face Recognition Xiaolong Yang Xiaohong Jia Dihong Gong Dong Yan Zhifeng Li Wei Liu CVBM 47 27 0 15 Mar 2021
Depth as Attention for Face Representation Learning Hardik Uppal Alireza Sepas-Moghaddam Michael A. Greenspan Ali Etemad CVBM 54 21 0 03 Jan 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 682 41,483 0 22 Oct 2020
A Novel Global Spatial Attention Mechanism in Convolutional Neural Network for Medical Image Classification Linchuan Xu Jun Huang Atsushi Nitanda R. Asaoka Kenji Yamanishi 32 8 0 31 Jul 2020
Loss Function Search for Face Recognition Xiaobo Wang Shuo Wang Cheng Chi Shifeng Zhang Tao Mei CVBM 83 49 0 10 Jul 2020
Multi-Head Attention: Collaborate Instead of Concatenate Jean-Baptiste Cordonnier Andreas Loukas Martin Jaggi 74 114 0 29 Jun 2020
More Information Supervised Probabilistic Deep Face Embedding Learning Ying Huang Shangfeng Qiu Wenwei Zhang Xianghui Luo Jinzhuo Wang CVBM 49 2 0 08 Jun 2020
Visual Transformers: Token-based Image Representation and Processing for Computer Vision Bichen Wu Chenfeng Xu Xiaoliang Dai Alvin Wan Peizhao Zhang Zhicheng Yan Masayoshi Tomizuka Joseph E. Gonzalez Kurt Keutzer Peter Vajda ViT 101 562 0 05 Jun 2020
Meta Pseudo Labels Hieu H. Pham Zihang Dai Qizhe Xie Minh-Thang Luong Quoc V. Le VLM 345 671 0 23 Mar 2020
ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks Qilong Wang Banggu Wu Peng Fei Zhu P. Li W. Zuo Q. Hu 151 4,036 0 08 Oct 2019
Self Multi-Head Attention for Speaker Recognition Miquel India Pooyan Safari Javier Hernando 63 111 0 24 Jun 2019
Stand-Alone Self-Attention in Vision Models Prajit Ramachandran Niki Parmar Ashish Vaswani Irwan Bello Anselm Levskaya Jonathon Shlens VLM SLR ViT 107 1,216 0 13 Jun 2019
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks Mingxing Tan Quoc V. Le 3DV MedIm 172 18,193 0 28 May 2019
Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned Elena Voita David Talbot F. Moiseev Rico Sennrich Ivan Titov 117 1,148 0 23 May 2019
Adaptive Attention Span in Transformers Sainbayar Sukhbaatar Edouard Grave Piotr Bojanowski Armand Joulin 79 286 0 19 May 2019
Attention Augmented Convolutional Networks Irwan Bello Barret Zoph Ashish Vaswani Jonathon Shlens Quoc V. Le 145 1,017 0 22 Apr 2019
Probabilistic Face Embeddings Yichun Shi Anil K. Jain CVBM 79 310 0 21 Apr 2019
Deep-Emotion: Facial Expression Recognition Using Attentional Convolutional Network Shervin Minaee AmirAli Abdolrashidi CVBM 119 567 0 04 Feb 2019
Dual Attention Network for Scene Segmentation J. Fu Qingbin Liu Haijie Tian Yong Li Yongjun Bao Zhiwei Fang Hanqing Lu SSeg 324 5,114 0 09 Sep 2018
CBAM: Convolutional Block Attention Module Sanghyun Woo Jongchan Park Joon-Young Lee In So Kweon 227 16,604 0 17 Jul 2018
Self-Attention Generative Adversarial Networks Han Zhang Ian Goodfellow Dimitris N. Metaxas Augustus Odena GAN 151 3,732 0 21 May 2018
Image Transformer Niki Parmar Ashish Vaswani Jakob Uszkoreit Lukasz Kaiser Noam M. Shazeer Alexander Ku Dustin Tran ViT 149 1,687 0 15 Feb 2018
Squeeze-and-Excitation Networks Jie Hu Li Shen Samuel Albanie Gang Sun Enhua Wu 427 26,568 0 05 Sep 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 805 132,725 0 12 Jun 2017
Deformable Convolutional Networks Jifeng Dai Haozhi Qi Yuwen Xiong Yi Li Guodong Zhang Han Hu Yichen Wei 217 5,339 0 17 Mar 2017
Facial Expression Recognition using Convolutional Neural Networks: State of the Art C. Pramerdorfer M. Kampel CVBM 146 248 0 09 Dec 2016
SCA-CNN: Spatial and Channel-wise Attention in Convolutional Networks for Image Captioning Long Chen Hanwang Zhang Jun Xiao Liqiang Nie Jian Shao Wei Liu Tat-Seng Chua 82 1,664 0 17 Nov 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.3K 194,510 0 10 Dec 2015
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 420 7,971 0 17 Aug 2015
Spatial Transformer Networks Max Jaderberg Karen Simonyan Andrew Zisserman Koray Kavukcuoglu 318 7,396 0 05 Jun 2015
Going Deeper with Convolutions Christian Szegedy Wei Liu Yangqing Jia P. Sermanet Scott E. Reed Dragomir Anguelov D. Erhan Vincent Vanhoucke Andrew Rabinovich 494 43,717 0 17 Sep 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.7K 100,529 0 04 Sep 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 578 27,338 0 01 Sep 2014
Challenges in Representation Learning: A report on three machine learning contests Ian Goodfellow D. Erhan P. Carrier Aaron Courville M. Berk Mirza ... Jingjing Xie Lukasz Romaszko Bing Xu Chuang Zhang Yoshua Bengio CVBM 140 1,620 0 01 Jul 2013