Training Deep Networks for Facial Expression Recognition with Crowd-Sourced Label Distribution

3 August 2016

Emad Barsoum

Cha Zhang

Cristian Canton Ferrer

Zhengyou Zhang

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Papers citing "Training Deep Networks for Facial Expression Recognition with Crowd-Sourced Label Distribution"

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Title
An Evaluation of a Visual Question Answering Strategy for Zero-shot Facial Expression Recognition in Still Images Modesto Castrillón-Santana Oliverio J. Santana David Freire-Obregón Daniel Hernández-Sosa J. Lorenzo-Navarro 52 0 0 30 Apr 2025
Uncertainty-Aware Label Refinement on Hypergraphs for Personalized Federated Facial Expression Recognition Hu Ding Yan Yan Yang Lu Jing-Hao Xue Hanzi Wang 33 0 0 03 Jan 2025
Spatio-Temporal Fuzzy-oriented Multi-Modal Meta-Learning for Fine-grained Emotion Recognition Wenwen Qiang Yuxuan Yang Jingyao Wang Changwen Zheng 76 0 0 18 Dec 2024
Enhancing Zero-Shot Facial Expression Recognition by LLM Knowledge Transfer Zengqun Zhao Yu Cao Shaogang Gong Ioannis Patras 50 6 0 29 May 2024
Uncertainty Quantification for Gradient-based Explanations in Neural Networks Mihir Mulye Matias Valdenegro-Toro UQCV FAtt 33 0 0 25 Mar 2024
A Lightweight Attention-based Deep Network via Multi-Scale Feature Fusion for Multi-View Facial Expression Recognition Ali Ezati Mohammadreza Dezyani Rajib Rana Roozbeh Rajabi Ahmad Ayatollahi CVBM 22 1 0 21 Mar 2024
HappyRouting: Learning Emotion-Aware Route Trajectories for Scalable In-The-Wild Navigation David Bethge Daniel Bulanda Adam Kozlowski Thomas Kosch Albrecht Schmidt T. Große-Puppendahl 21 2 0 28 Jan 2024
Towards Few-Call Model Stealing via Active Self-Paced Knowledge Distillation and Diffusion-Based Image Generation Vlad Hondru Radu Tudor Ionescu DiffM 47 1 0 29 Sep 2023
ReSup: Reliable Label Noise Suppression for Facial Expression Recognition Xiang Zhang Yan Lu Huan Yan Jingyang Huang Yusheng Ji Yu Gu 33 3 0 29 May 2023
Weakly-Supervised Text-driven Contrastive Learning for Facial Behavior Understanding Xiang Zhang Taoyue Wang Xiaotian Li Huiyuan Yang L. Yin 50 9 0 31 Mar 2023
Exploring Expression-related Self-supervised Learning for Affective Behaviour Analysis Fanglei Xue Yifan Sun Yi Yang 31 4 0 18 Mar 2023
Multi-modal Expression Recognition with Ensemble Method Chuanhe Liu Xinjie Zhang Xiaolong Liu Tenggan Zhang Liyu Meng Yuchen Liu Yuanyuan Deng Wenqiang Jiang CVBM 20 7 0 17 Mar 2023
Contextually-rich human affect perception using multimodal scene information Digbalay Bose Rajat Hebbar Krishna Somandepalli Shrikanth Narayanan 27 3 0 13 Mar 2023
Vision Transformer with Attentive Pooling for Robust Facial Expression Recognition Fanglei Xue Qiangchang Wang Zichang Tan Zhongsong Ma G. Guo ViT 35 67 0 11 Dec 2022
A comparative study of emotion recognition methods using facial expressions Rim EL Cheikh Hélène Tran Issam Falih E. M. Nguifo 19 0 0 05 Dec 2022
HashVFL: Defending Against Data Reconstruction Attacks in Vertical Federated Learning Pengyu Qiu Xuhong Zhang S. Ji Chong Fu Xing Yang Ting Wang FedML AAML 30 12 0 01 Dec 2022
AU-Aware Vision Transformers for Biased Facial Expression Recognition Shuyi Mao Xinpeng Li Q. Wu Xiaojiang Peng ViT 30 2 0 12 Nov 2022
MovieCLIP: Visual Scene Recognition in Movies Digbalay Bose Rajat Hebbar Krishna Somandepalli Haoyang Zhang Huayu Chen K. Cole-McLaughlin Haoran Wang Shrikanth Narayanan CLIP 12 20 0 20 Oct 2022
Learning Diversified Feature Representations for Facial Expression Recognition in the Wild Negar Heidari Alexandros Iosifidis CVBM 26 3 0 17 Oct 2022
Rethinking the Learning Paradigm for Facial Expression Recognition Weijie Wang N. Sebe Bruno Lepri 36 2 0 30 Sep 2022
HAPI: A Large-scale Longitudinal Dataset of Commercial ML API Predictions Lingjiao Chen Zhihua Jin Sabri Eyuboglu Christopher Ré Matei A. Zaharia James Zou 48 9 0 18 Sep 2022
Disentangling Identity and Pose for Facial Expression Recognition Jing Jiang Weihong Deng CVBM 20 20 0 17 Aug 2022
CIAO! A Contrastive Adaptation Mechanism for Non-Universal Facial Expression Recognition Pablo V. A. Barros A. Sciutti CVBM 29 7 0 10 Aug 2022
Learn From All: Erasing Attention Consistency for Noisy Label Facial Expression Recognition Yuhang Zhang Chengrui Wang Xu Ling Weihong Deng 30 136 0 21 Jul 2022
Boosting Facial Expression Recognition by A Semi-Supervised Progressive Teacher Jing Jiang Weihong Deng 24 23 0 28 May 2022
Assessing Demographic Bias Transfer from Dataset to Model: A Case Study in Facial Expression Recognition Iris Dominguez-Catena D. Paternain M. Galar 31 12 0 20 May 2022
A Peek at Peak Emotion Recognition Tzvi Michelson Hillel Aviezer Shmuel Peleg 16 0 0 19 May 2022
M3ED: Multi-modal Multi-scene Multi-label Emotional Dialogue Database Jinming Zhao Tenggan Zhang Jingwen Hu Yuchen Liu Qin Jin Xinchao Wang Haizhou Li 27 52 0 09 May 2022
POSTER: A Pyramid Cross-Fusion Transformer Network for Facial Expression Recognition Ce Zheng Matías Mendieta Cheng Chen ViT 31 54 0 08 Apr 2022
Vision Transformer Equipped with Neural Resizer on Facial Expression Recognition Task Hyeonbin Hwang Soyeon Kim Wei-Jin Park Jiho Seo Kyungtae Ko Hyeon Yeo ViT 42 9 0 05 Apr 2022
Multi-modal Emotion Estimation for in-the-wild Videos Liyu Meng Yuchen Liu Xiaolong Liu Zhaopei Huang Yuanyuan Deng Jinming Zhao Chuanhe Liu Qin Jin 19 24 0 24 Mar 2022
Continuous Emotion Recognition using Visual-audio-linguistic information: A Technical Report for ABAW3 Su Zhang Ruyi An Yi Ding Cuntai Guan 17 28 0 24 Mar 2022
MEmoBERT: Pre-training Model with Prompt-based Learning for Multimodal Emotion Recognition Jinming Zhao Ruichen Li Qin Jin Xinchao Wang Haizhou Li 19 25 0 27 Oct 2021
TransFER: Learning Relation-aware Facial Expression Representations with Transformers Fanglei Xue Qiangchang Wang G. Guo ViT 39 183 0 25 Aug 2021
MMGCN: Multimodal Fusion via Deep Graph Convolution Network for Emotion Recognition in Conversation Jingwen Hu Yuchen Liu Jinming Zhao Qin Jin 37 199 0 14 Jul 2021
Speech2Video: Cross-Modal Distillation for Speech to Video Generation Shijing Si Jianzong Wang Xiaoyang Qu Ning Cheng Wenqi Wei Xinghua Zhu Jing Xiao VGen 16 15 0 10 Jul 2021
Consensual Collaborative Training And Knowledge Distillation Based Facial Expression Recognition Under Noisy Annotations Darshan Gera B. S 13 7 0 10 Jul 2021
Learning Vision Transformer with Squeeze and Excitation for Facial Expression Recognition Mouath Aouayeb W. Hamidouche Catherine Soladié K. Kpalma Renaud Séguier ViT 28 57 0 07 Jul 2021
Continuous Emotion Recognition with Audio-visual Leader-follower Attentive Fusion Su Zhang Yi Ding Ziquan Wei Cuntai Guan 31 25 0 02 Jul 2021
MVT: Mask Vision Transformer for Facial Expression Recognition in the wild Hanting Li Ming-Fa Sui Feng Zhao Zhengjun Zha Feng Wu ViT 37 75 0 08 Jun 2021
Dive into Ambiguity: Latent Distribution Mining and Pairwise Uncertainty Estimation for Facial Expression Recognition Jiahui She Yibo Hu Hailin Shi Jun Wang Qiu Shen Tao Mei 25 186 0 01 Apr 2021
Facial Expression Recognition with Visual Transformers and Attentional Selective Fusion Fuyan Ma Bin Sun Shutao Li ViT 21 179 0 31 Mar 2021
Exploring Emotion Features and Fusion Strategies for Audio-Video Emotion Recognition Hengshun Zhou Debin Meng Yuanyuan Zhang Xiaojiang Peng Jun Du Kai Wang Yu Qiao 39 64 0 27 Dec 2020
AU-Guided Unsupervised Domain Adaptive Facial Expression Recognition Kaidi Wang Yuxin Gu Xiaojiang Peng Panpan Zhang Baigui Sun Hao Li 37 10 0 18 Dec 2020
asya: Mindful verbal communication using deep learning Ē. Urtāns Ariel Tabaks VLM 28 1 0 20 Aug 2020
Noisy Student Training using Body Language Dataset Improves Facial Expression Recognition Vikas Kumar Shivansh Rao Li Yu CVBM NoLa 29 31 0 06 Aug 2020
Teacher-Student Training and Triplet Loss for Facial Expression Recognition under Occlusion Mariana-Iuliana Georgescu Radu Tudor Ionescu CVBM 19 25 0 03 Aug 2020
Suppressing Uncertainties for Large-Scale Facial Expression Recognition Kai Wang Xiaojiang Peng Jianfei Yang Shijian Lu Yu Qiao 8 482 0 24 Feb 2020
MIMAMO Net: Integrating Micro- and Macro-motion for Video Emotion Recognition Didan Deng Zhaokang Chen Yuqian Zhou Bertram Shi 17 45 0 21 Nov 2019
Recognizing Facial Expressions of Occluded Faces using Convolutional Neural Networks Mariana-Iuliana Georgescu Radu Tudor Ionescu CVBM 17 21 0 12 Nov 2019