Consensual Collaborative Training And Knowledge Distillation Based Facial Expression Recognition Under Noisy Annotations

10 July 2021

Papers citing "Consensual Collaborative Training And Knowledge Distillation Based Facial Expression Recognition Under Noisy Annotations"

50 / 52 papers shown

Title
A Multi-task Mean Teacher for Semi-supervised Facial Affective Behavior Analysis Lingfeng Wang Shisen Wang Jin Qi Kenji Suzuki CVBM 43 32 0 09 Jul 2021
Emotion Recognition with Incomplete Labels Using Modified Multi-task Learning Technique Phan Tran Dac Thinh Hoang Manh Hung Hyung-Jeong Yang Soohyung Kim Gueesang Lee CVBM 50 17 0 09 Jul 2021
A Multi-modal and Multi-task Learning Method for Action Unit and Expression Recognition Yue Jin Tianqing Zheng Chao Gao Guoqiang Xu 74 38 0 09 Jul 2021
Multitask Multi-database Emotion Recognition Manh-Tu Vu M. Beurton-Aimar CVBM 62 29 0 08 Jul 2021
Prior Aided Streaming Network for Multi-task Affective Recognitionat the 2nd ABAW2 Competition Wei Zhang Zunhu Guo Keyu Chen Lincheng Li Zhimeng Zhang Yu-qiong Ding CVBM 50 35 0 08 Jul 2021
Feature Pyramid Network for Multi-task Affective Analysis Ruian He Zhen Xing Weimin Tan Bo Yan CVBM 65 8 0 08 Jul 2021
An audiovisual and contextual approach for categorical and continuous emotion recognition in-the-wild P. Antoniadis Ioannis Pikoulis P. Filntisis Petros Maragos CVBM 64 23 0 07 Jul 2021
Multi-modal Affect Analysis using standardized data within subjects in the Wild Sachihiro Youoku Takahisa Yamamoto Junya Saito A. Uchida Xiaoyue Mi Ziqiang Shi Liu Liu Zhongling Liu Osafumi Nakayama Kentaro Murase CVBM 58 6 0 07 Jul 2021
Analysing Affective Behavior in the second ABAW2 Competition D. Kollias I. Kotsia Elnar Hajiyev Stefanos Zafeiriou 111 219 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
THIN: THrowable Information Networks and Application for Facial Expression Recognition In The Wild Estèphe Arnaud Arnaud Dapogny Kévin Bailly CVBM 46 23 0 15 Oct 2020
Kernelized dense layers for facial expression recognition M. Amine Mahmoudi A. Chetouani Fatma Boufera Hedi Tabia CVBM 38 17 0 22 Sep 2020
Noisy Concurrent Training for Efficient Learning under Label Noise F. Sarfraz Elahe Arani Bahram Zonooz NoLa 51 21 0 17 Sep 2020
Occlusion-Adaptive Deep Network for Robust Facial Expression Recognition Hui Ding Peng Zhou Rama Chellappa CVBM 50 65 0 12 May 2020
Semantic Neighborhood-Aware Deep Facial Expression Recognition Yongjian Fu Xintian Wu Xi Li Zhijie Pan Daxin Luo CVBM 36 27 0 27 Apr 2020
Combating noisy labels by agreement: A joint training method with co-regularization Hongxin Wei Lei Feng Xiangyu Chen Bo An NoLa 345 514 0 05 Mar 2020
Suppressing Uncertainties for Large-Scale Facial Expression Recognition Kai Wang Xiaojiang Peng Jianfei Yang Shijian Lu Yu Qiao 93 488 0 24 Feb 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
Efficient Facial Feature Learning with Wide Ensemble-based Convolutional Neural Networks Henrique Siqueira S. Magg S. Wermter CVBM 59 126 0 17 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
NLNL: Negative Learning for Noisy Labels Youngdong Kim Junho Yim Juseung Yun Junmo Kim NoLa 49 276 0 19 Aug 2019
Symmetric Cross Entropy for Robust Learning with Noisy Labels Yisen Wang Xingjun Ma Zaiyi Chen Yuan Luo Jinfeng Yi James Bailey NoLa 88 900 0 16 Aug 2019
Region Attention Networks for Pose and Occlusion Robust Facial Expression Recognition Kaidi Wang Xiaojiang Peng Jianfei Yang Debin Meng Yu Qiao CVBM 100 606 0 10 May 2019
IMAE for Noise-Robust Learning: Mean Absolute Error Does Not Treat Examples Equally and Gradient Magnitude's Variance Matters Xinshao Wang Yang Hua Elyor Kodirov David Clifton N. Robertson NoLa 60 63 0 28 Mar 2019
Probabilistic End-to-end Noise Correction for Learning with Noisy Labels Kun Yi Jianxin Wu NoLa 68 417 0 19 Mar 2019
Facial Motion Prior Networks for Facial Expression Recognition Yuedong Chen Jianfeng Wang Shikai Chen Zhongchao Shi Jianfei Cai CVBM 47 79 0 23 Feb 2019
How does Disagreement Help Generalization against Label Corruption? Xingrui Yu Bo Han Jiangchao Yao Gang Niu Ivor W. Tsang Masashi Sugiyama NoLa 65 783 0 14 Jan 2019
A Compact Embedding for Facial Expression Similarity Raviteja Vemulapalli A. Agarwala CVBM 42 94 0 27 Nov 2018
Deep Neural Network Augmentation: Generating Faces for Affect Analysis D. Kollias Shiyang Cheng Evangelos Ververas I. Kotsia Stefanos Zafeiriou GAN CVBM 48 17 0 12 Nov 2018
A Multi-Task Learning & Generation Framework: Valence-Arousal, Action Units & Primary Expressions D. Kollias Stefanos Zafeiriou CVBM 67 70 0 11 Nov 2018
Aff-Wild2: Extending the Aff-Wild Database for Affect Recognition D. Kollias Stefanos Zafeiriou CVBM 109 170 0 11 Nov 2018
Covariance Pooling For Facial Expression Recognition Dinesh Acharya Zhiwu Huang D. Paudel Luc Van Gool CVBM 59 150 0 13 May 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
Local Learning with Deep and Handcrafted Features for Facial Expression Recognition Mariana-Iuliana Georgescu Radu Tudor Ionescu Marius Popescu CVBM 59 252 0 29 Apr 2018
Deep Facial Expression Recognition: A Survey Shan Li Weihong Deng 189 1,299 0 23 Apr 2018
Co-teaching: Robust Training of Deep Neural Networks with Extremely Noisy Labels Bo Han Quanming Yao Xingrui Yu Gang Niu Miao Xu Weihua Hu Ivor Tsang Masashi Sugiyama NoLa 113 2,069 0 18 Apr 2018
Learning to Reweight Examples for Robust Deep Learning Mengye Ren Wenyuan Zeng Binh Yang R. Urtasun OOD NoLa 143 1,426 0 24 Mar 2018
MentorNet: Learning Data-Driven Curriculum for Very Deep Neural Networks on Corrupted Labels Lu Jiang Zhengyuan Zhou Thomas Leung Li Li Li Fei-Fei NoLa 98 1,453 0 14 Dec 2017
Coupled Ensembles of Neural Networks Anuvabh Dutt D. Pellerin Georges Quénot OOD 43 35 0 18 Sep 2017
AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild A. Mollahosseini Behzad Hasani Mohammad H. Mahoor CVBM 84 1,634 0 14 Aug 2017
A Closer Look at Memorization in Deep Networks Devansh Arpit Stanislaw Jastrzebski Nicolas Ballas David M. Krueger Emmanuel Bengio ... Tegan Maharaj Asja Fischer Aaron Courville Yoshua Bengio Simon Lacoste-Julien TDI 125 1,818 0 16 Jun 2017
Decoupling "when to update" from "how to update" Eran Malach Shai Shalev-Shwartz NoLa 83 567 0 08 Jun 2017
Understanding deep learning requires rethinking generalization Chiyuan Zhang Samy Bengio Moritz Hardt Benjamin Recht Oriol Vinyals HAI 339 4,629 0 10 Nov 2016
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 303 20,023 0 07 Oct 2016
Making Deep Neural Networks Robust to Label Noise: a Loss Correction Approach Giorgio Patrini A. Rozza A. Menon Richard Nock Zhuang Li NoLa 95 1,454 0 13 Sep 2016
Training Deep Networks for Facial Expression Recognition with Crowd-Sourced Label Distribution Emad Barsoum Cha Zhang Cristian Canton Ferrer Zhengyou Zhang 104 710 0 03 Aug 2016
MS-Celeb-1M: A Dataset and Benchmark for Large-Scale Face Recognition Yandong Guo Lei Zhang Yuxiao Hu Xiaodong He Jianfeng Gao CVBM 166 1,961 0 27 Jul 2016
Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Networks Kaipeng Zhang Zhanpeng Zhang Zhifeng Li Yu Qiao CVBM 173 4,962 0 11 Apr 2016