Dive into Ambiguity: Latent Distribution Mining and Pairwise Uncertainty Estimation for Facial Expression Recognition

1 April 2021

Yibo Hu

Tao Mei

Papers citing "Dive into Ambiguity: Latent Distribution Mining and Pairwise Uncertainty Estimation for Facial Expression Recognition"

50 / 71 papers shown

Title
A Visual Self-attention Mechanism Facial Expression Recognition Network beyond Convnext Bingyu Nan Feng Liu Xuezhong Qian Wei Song 33 0 0 12 Apr 2025
Disentangled Source-Free Personalization for Facial Expression Recognition with Neutral Target Data Masoumeh Sharafi Emma Ollivier Muhammad Osama Zeeshan Soufiane Belharbi M. Pedersoli A. L. Koerich Simon L Bacon EricGranger 77 1 0 26 Mar 2025
Hyperdimensional Uncertainty Quantification for Multimodal Uncertainty Fusion in Autonomous Vehicles Perception Luke Chen Junyao Wang Trier Mortlock Pramod P. Khargonekar M. A. Al Faruque UQCV 68 0 0 25 Mar 2025
SIT-FER: Integration of Semantic-, Instance-, Text-level Information for Semi-supervised Facial Expression Recognition Sixian Ding Xu Jiang Zhongjing Du Jiaqi Cui Xinyi Zeng Yan Wang 62 0 0 24 Mar 2025
MIDAS: Mixing Ambiguous Data with Soft Labels for Dynamic Facial Expression Recognition Ryosuke Kawamura Hideaki Hayashi Noriko Takemura Hajime Nagahara CVBM 3DH 65 4 0 28 Feb 2025
QCS: Feature Refining from Quadruplet Cross Similarity for Facial Expression Recognition Cong Wang Li Chen Lili Wang Zhaofan Li Xuebin Lv 86 1 0 28 Jan 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
Prior-based Objective Inference Mining Potential Uncertainty for Facial Expression Recognition Hanwei Liu Huiling Cai Qingcheng Lin Xuefeng Li Hui Xiao 3DH 78 0 0 20 Nov 2024
AffectNet+: A Database for Enhancing Facial Expression Recognition with Soft-Labels A. P. Fard Mohammad Mehdi Hosseini Timothy D. Sweeny Mohammad H. Mahoor 33 1 0 29 Oct 2024
Reduction-based Pseudo-label Generation for Instance-dependent Partial Label Learning Congyu Qiao Ning Xu Yihao Hu Xin Geng VLM 24 0 0 28 Oct 2024
Bridging the Gaps: Utilizing Unlabeled Face Recognition Datasets to Boost Semi-Supervised Facial Expression Recognition Jie Song Mengqiao He Jinhua Feng B. S. 32 0 0 23 Oct 2024
Knowledge-Enhanced Facial Expression Recognition with Emotional-to-Neutral Transformation Hangyu Li Yihan Xu Jiangchao Yao Nannan Wang Xinbo Gao Bo Han 41 0 0 13 Sep 2024
LLDif: Diffusion Models for Low-light Emotion Recognition Zhifeng Wang Kaihao Zhang Ramesh Sankaranarayana 40 0 0 08 Aug 2024
Representation Learning and Identity Adversarial Training for Facial Behavior Understanding Mang Ning A. A. Salah Itir Onal Ertugrul CVBM 87 4 0 15 Jul 2024
Batch Transformer: Look for Attention in Batch Myung Beom Her Jisu Jeong Hojoon Song Ji-Hyeong Han ViT 45 2 0 05 Jul 2024
Multi-threshold Deep Metric Learning for Facial Expression Recognition Wenwu Yang Jinyi Yu Tuo Chen Zhenguang Liu Xun Wang Jianbing Shen CVBM 21 1 0 24 Jun 2024
Conformal Depression Prediction Yonghong Li Shan Qu Xiuzhuang Zhou 34 2 0 29 May 2024
Two in One Go: Single-stage Emotion Recognition with Decoupled Subject-context Transformer Xinpeng Li Teng Wang Jian Zhao Shuyi Mao Jinbao Wang Feng Zheng Xiaojiang Peng Xuelong Li 28 1 0 26 Apr 2024
Ada-DF: An Adaptive Label Distribution Fusion Network For Facial Expression Recognition Shu Liu Yan Xu Tongming Wan Xiaoyan Kui 42 0 0 24 Apr 2024
eMotion-GAN: A Motion-based GAN for Photorealistic and Facial Expression Preserving Frontal View Synthesis Omar Ikne B. Allaert Ioan Marius Bilasco Hazem Wannous CVBM 27 0 0 15 Apr 2024
FaceXFormer: A Unified Transformer for Facial Analysis Kartik Narayan VS Vibashan Rama Chellappa Vishal M. Patel ViT 59 12 0 19 Mar 2024
Exploring Facial Expression Recognition through Semi-Supervised Pretraining and Temporal Modeling Jun-chen Yu Zhihong Wei Zhongpeng Cai Gongpeng Zhao Zerui Zhang Yongqi Wang Guochen Xie Jichao Zhu Wangyuan Zhu CVBM 32 10 0 18 Mar 2024
Affective Behaviour Analysis via Integrating Multi-Modal Knowledge Wei Zhang Feng Qiu Chen Liu Lincheng Li Heming Du Tiancheng Guo Xin Yu 56 21 0 16 Mar 2024
Faceptor: A Generalist Model for Face Perception Lixiong Qin Mei Wang Xuannan Liu Yuhang Zhang Weihong Deng Xiaoshuai Song Weiran Xu Weihong Deng CVBM 32 6 0 14 Mar 2024
LRDif: Diffusion Models for Under-Display Camera Emotion Recognition Zhifeng Wang Kaihao Zhang Ramesh Sankaranarayana 35 4 0 01 Feb 2024
MIMIC: Mask Image Pre-training with Mix Contrastive Fine-tuning for Facial Expression Recognition Fan Zhang Xiaobao Guo Xiaojiang Peng Alex C. Kot 27 0 0 14 Jan 2024
From Static to Dynamic: Adapting Landmark-Aware Image Models for Facial Expression Recognition in Videos Yin Chen Jia Li Shiguang Shan Meng Wang Richang Hong 46 32 0 09 Dec 2023
Leave No Stone Unturned: Mine Extra Knowledge for Imbalanced Facial Expression Recognition Yuhang Zhang Yaqi Li Lixiong Qin Xuannan Liu Weihong Deng 51 16 0 30 Oct 2023
ASM: Adaptive Sample Mining for In-The-Wild Facial Expression Recognition Ziyang Zhang Xiao Sun Liuwei An Meng Wang 49 1 0 09 Oct 2023
Bidirectional Knowledge Reconfiguration for Lightweight Point Cloud Analysis Peipei Li Xing Cui Yibo Hu Man Zhang Ting Yao Tao Mei 33 0 0 08 Oct 2023
Towards A Robust Group-level Emotion Recognition via Uncertainty-Aware Learning Qing Zhu Qirong Mao Jialin Zhang Xiaohua Huang Wenming Zheng 39 2 0 06 Oct 2023
VEATIC: Video-based Emotion and Affect Tracking in Context Dataset Zhihang Ren Jefferson Ortega Yifan Wang Zhimin Chen Yunhui Guo Stella X. Yu David Whitney 24 8 0 13 Sep 2023
NeutrEx: A 3D Quality Component Measure on Facial Expression Neutrality Marcel Grimmer Christian Rathgeb Raymond N. J. Veldhuis Christoph Busch CVBM 3DH 24 4 0 19 Aug 2023
Unlocking the Emotional World of Visual Media: An Overview of the Science, Research, and Impact of Understanding Emotion James Z. Wang Sicheng Zhao Chenyan Wu Reginald B. Adams M. Newman T. Shafir Rachelle Tsachor 36 30 0 25 Jul 2023
Occlusion Aware Student Emotion Recognition based on Facial Action Unit Detection Shrouk Wally Ahmed S. ELSayed Islam Alkabbany Asem A. Ali Asem Ali CVBM 36 0 0 18 Jul 2023
LA-Net: Landmark-Aware Learning for Reliable Facial Expression Recognition under Label Noise Zhi-Fan Wu J. Cui 40 14 0 18 Jul 2023
SAFER: Situation Aware Facial Emotion Recognition M. Palash Bharat K. Bhargava 30 0 0 14 Jun 2023
GANDiffFace: Controllable Generation of Synthetic Datasets for Face Recognition with Realistic Variations Pietro Melzi Christian Rathgeb Ruben Tolosana R. Vera-Rodríguez Dominik Lawatsch Florian Domin Maxim Schaubert DiffM 26 51 0 31 May 2023
ReSup: Reliable Label Noise Suppression for Facial Expression Recognition Xiang Zhang Yan Lu Huan Yan Jingyang Huang Yusheng Ji Yu Gu 35 3 0 29 May 2023
Class adaptive threshold and negative class guided noisy annotation robust Facial Expression Recognition Francisco Andrade Mário A. T. Figueiredo Bobbili Veerendra Raj Kumar S. Balasubramanian 36 1 0 03 May 2023
ARBEx: Attentive Feature Extraction with Reliability Balancing for Robust Facial Expression Learning Azmine Toushik Wasi Karlo vSerbetar Raima Islam Taki Hasan Rafi Dong-Kyu Chae CVBM 45 12 0 02 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
ALUM: Adversarial Data Uncertainty Modeling from Latent Model Uncertainty Compensation Wei Wei Jiahuan Zhou Hongze Li Yingying Wu 16 1 0 29 Mar 2023
FER-former: Multi-modal Transformer for Facial Expression Recognition Yande Li Mingjie Wang Minglun Gong Y. Lu Li Liu 30 8 0 23 Mar 2023
Unsupervised Facial Expression Representation Learning with Contrastive Local Warping Fanglei Xue Yifan Sun Yi Yang CVBM 41 6 0 16 Mar 2023
Exploring Large-scale Unlabeled Faces to Enhance Facial Expression Recognition Jun-chen Yu Zhongpeng Cai Renda Li Gongpeng Zhao Guochen Xie Jichao Zhu Wangyuan Zhu CVBM 58 11 0 15 Mar 2023
SimFLE: Simple Facial Landmark Encoding for Self-Supervised Facial Expression Recognition in the Wild Ji-Hee Moon Seongsik Park 32 0 0 14 Mar 2023
POSTER++: A simpler and stronger facial expression recognition network Jia-ju Mao Rui Xu Xuesong Yin Yuan Chang Binling Nie Aibin Huang CVBM 40 38 0 28 Jan 2023
Combating Uncertainty and Class Imbalance in Facial Expression Recognition Jia Fan Jian Zhou Xiaoyu Deng Hua-bin Wang L. Tao H. Kwan CVBM 22 1 0 15 Dec 2022
Uncertain Facial Expression Recognition via Multi-task Assisted Correction Yang Liu Xingming Zhang Janne Kauttonen Guoying Zhao CVBM 41 14 0 14 Dec 2022