Data Uncertainty Learning in Face Recognition

25 March 2020

Papers citing "Data Uncertainty Learning in Face Recognition"

50 / 53 papers shown

Title
Dual-level Fuzzy Learning with Patch Guidance for Image Ordinal Regression Chunlai Dong Haochao Ying Qibo Qiu Jinhong Wang Danny Chen Junfei Wu 49 0 0 09 May 2025
GIF: Generative Inspiration for Face Recognition at Scale Saeed Ebrahimi Sahar Rahimi Ali Dabouei Srinjoy Das Jeremy M. Dawson Nasser M. Nasrabadi CVBM 210 0 0 05 May 2025
UniRestorer: Universal Image Restoration via Adaptively Estimating Image Degradation at Proper Granularity Jingbo Lin Zhilu Zhang W. J. Li Renjing Pei Hang Xu Hongzhi Zhang Wangmeng Zuo 42 0 0 28 Dec 2024
Probabilistic Language-Image Pre-Training Sanghyuk Chun Wonjae Kim Song Park Sangdoo Yun MLLM VLM CLIP 200 4 2 24 Oct 2024
TopoFR: A Closer Look at Topology Alignment on Face Recognition Jun Dan Yong-Jin Liu Jiankang Deng Haoyu Xie Siyuan Li Baigui Sun Shan Luo CVBM 42 4 0 14 Oct 2024
ReliOcc: Towards Reliable Semantic Occupancy Prediction via Uncertainty Learning Song Wang Zhongdao Wang Jiawei Yu Wentong Li Bailan Feng Junbo Chen Jianke Zhu UQCV 41 3 0 26 Sep 2024
SUMix: Mixup with Semantic and Uncertain Information Huafeng Qin Xin Jin Hongyu Zhu Hongchao Liao M. El-Yacoubi Xinbo Gao UQCV 51 6 0 10 Jul 2024
S2-Track: A Simple yet Strong Approach for End-to-End 3D Multi-Object Tracking Lijun Zhou Tao Tang Pengkun Hao Zihang He Kalok Ho ... Zhihui Hao Haiyang Sun Kun Zhan Peng Jia Xianpeng Lang VOT 58 4 0 04 Jun 2024
Domain Generalization with Small Data Kecheng Chen Elena Gal Hong Yan Haoliang Li OOD 27 5 0 09 Feb 2024
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
Uncertainty-Aware Cross-Modal Transfer Network for Sketch-Based 3D Shape Retrieval Yiyang Cai Jiaming Lu Jiewen Wang Shuang Liang 3DV 3DPC 26 4 0 11 Aug 2023
Uncertainty-Guided Spatial Pruning Architecture for Efficient Frame Interpolation Ri Cheng Xuhao Jiang Ruian He Shili Zhou Weimin Tan Bo Yan 45 2 0 31 Jul 2023
Out-of-distribution Few-shot Learning For Edge Devices without Model Fine-tuning Xinyun Zhang Lanqing Hong OODD 43 0 0 13 Apr 2023
Probabilistic Prompt Learning for Dense Prediction Hyeongjun Kwon Taeyong Song Somi Jeong Jin-Hwa Kim Jinhyun Jang Kwanghoon Sohn VLM 39 19 0 03 Apr 2023
Uncertainty-Estimation with Normalized Logits for Out-of-Distribution Detection Mou-Yue Huang Yu Qiao 19 2 0 15 Feb 2023
Modeling Uncertain Feature Representation for Domain Generalization Xiaotong Li Zixuan Hu Jun Liu Yixiao Ge Yongxing Dai Ling-Yu Duan OOD 29 3 0 16 Jan 2023
UATVR: Uncertainty-Adaptive Text-Video Retrieval Bo Fang Wenhao Wu Chang-rui Liu Yu Zhou Yuxin Song Weiping Wang Min Yang Xiang Ji Jingdong Wang 26 46 0 16 Jan 2023
Improving Training and Inference of Face Recognition Models via Random Temperature Scaling Lei Shang Mou-Yue Huang Wuxuan Shi Yuchen Liu Yang Liu Fei Wang Baigui Sun Xuansong Xie Yu Qiao UQCV 24 8 0 02 Dec 2022
Part-based Face Recognition with Vision Transformers Zhonglin Sun Georgios Tzimiropoulos ViT 28 15 0 30 Nov 2022
Probabilistic Deep Metric Learning for Hyperspectral Image Classification Cheng-Hao Wang Wenzhao Zheng Xian Sun Jiwen Lu Jie Zhou 19 1 0 15 Nov 2022
Composed Image Retrieval with Text Feedback via Multi-grained Uncertainty Regularization Yiyang Chen Zhedong Zheng Wei Ji Leigang Qu Tat-Seng Chua 36 37 0 14 Nov 2022
Reliability-Aware Prediction via Uncertainty Learning for Person Image Retrieval Zhaopeng Dou Zhongdao Wang Weihua Chen Yali Li Shengjin Wang 32 15 0 24 Oct 2022
Stating Comparison Score Uncertainty and Verification Decision Confidence Towards Transparent Face Recognition Marco Huber Philipp Terhörst Florian Kirchbuchner Naser Damer Arjan Kuijper CVBM 23 11 0 19 Oct 2022
Uncertainty Estimation for 3D Dense Prediction via Cross-Point Embeddings Kaiwen Cai Chris Xiaoxuan Lu Xiaowei Huang 3DPC 37 2 0 29 Sep 2022
Learning Audio-Visual embedding for Person Verification in the Wild Peiwen Sun Shanshan Zhang Zishan Liu Yougen Yuan Tao Zhang Honggang Zhang Pengfei Hu 30 4 0 09 Sep 2022
ScaleFace: Uncertainty-aware Deep Metric Learning Roma Kail Kirill Fedyanin Nikita Muravev Alexey Zaytsev Maxim Panov CVBM UQCV 34 5 0 05 Sep 2022
Progressive Feature Learning for Realistic Cloth-Changing Gait Recognition Xuqian Ren Saihui Hou Chunshui Cao Xu Liu Yongzhen Huang CVBM 26 6 0 24 Jul 2022
Controllable and Guided Face Synthesis for Unconstrained Face Recognition Feng Liu Minchul Kim Anil Jain Xiaoming Liu CVBM 25 38 0 20 Jul 2022
COLD Fusion: Calibrated and Ordinal Latent Distribution Fusion for Uncertainty-Aware Multimodal Emotion Recognition M. Tellamekala Shahin Amiriparian Björn W. Schuller Elisabeth André T. Giesbrecht M. Valstar 31 25 0 12 Jun 2022
Robust Face Anti-Spoofing with Dual Probabilistic Modeling Yuanhan Zhang Yichao Wu Zhen-fei Yin Jing Shao Ziwei Liu CVBM 18 2 0 27 Apr 2022
Probabilistic Representations for Video Contrastive Learning Jungin Park Jiyoung Lee Ig-Jae Kim Kwanghoon Sohn SSL 33 43 0 08 Apr 2022
AdaFace: Quality Adaptive Margin for Face Recognition Minchul Kim Anil K. Jain Xiaoming Liu CVBM 54 398 0 03 Apr 2022
Local-Adaptive Face Recognition via Graph-based Meta-Clustering and Regularized Adaptation Wenbin Zhu Chien-Yi Wang Kuan-Lun Tseng S. Lai Baoyuan Wang CVBM 8 9 0 27 Mar 2022
PMAL: Open Set Recognition via Robust Prototype Mining Jing Lu Yunxu Xu Hao Li Zhanzhan Cheng Yi Niu 29 53 0 16 Mar 2022
STUN: Self-Teaching Uncertainty Estimation for Place Recognition Kaiwen Cai Chris Xiaoxuan Lu Xiaowei Huang 31 11 0 03 Mar 2022
Magnitude-aware Probabilistic Speaker Embeddings Nikita Kuzmin Igor Fedorov A. Sholokhov 27 7 0 28 Feb 2022
Uncertainty Modeling for Out-of-Distribution Generalization Xiaotong Li Yongxing Dai Yixiao Ge Jun Liu Ying Shan Ling-Yu Duan OODD OOD 34 175 0 08 Feb 2022
Delving into Probabilistic Uncertainty for Unsupervised Domain Adaptive Person Re-Identification Jian Han Yali Li Shengjin Wang 25 54 0 28 Dec 2021
A hierarchical residual network with compact triplet-center loss for sketch recognition Lei Wang Shihui Zhang Huang He Xiaoxia Zhang Y. Sang 33 2 0 28 Sep 2021
Deep Rival Penalized Competitive Learning for Low-resolution Face Recognition Peiying Li Shikui Tu Lei Xu CVBM 27 24 0 03 Aug 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 36 186 0 01 Apr 2021
von Mises-Fisher Loss: An Exploration of Embedding Geometries for Supervised Learning Tyler R. Scott Andrew C. Gallagher Michael C. Mozer 29 39 0 29 Mar 2021
Learning Probabilistic Ordinal Embeddings for Uncertainty-Aware Regression Wanhua Li Xiaoke Huang Jiwen Lu Jianjiang Feng Jie Zhou UQCV 34 62 0 25 Mar 2021
Probabilistic Modeling of Semantic Ambiguity for Scene Graph Generation Gengcong Yang Jingyi Zhang Yong Zhang Baoyuan Wu Yujiu Yang 25 67 0 09 Mar 2021
RCoNet: Deformable Mutual Information Maximization and High-order Uncertainty-aware Learning for Robust COVID-19 Detection Shunjie Dong Qianqian Yang Yu Fu Mei Tian Cheng Zhuo OOD 25 42 0 22 Feb 2021
Probabilistic Embeddings for Cross-Modal Retrieval Sanghyuk Chun Seong Joon Oh Rafael Sampaio de Rezende Yannis Kalantidis Diane Larlus UQCV 415 203 0 13 Jan 2021
Exploiting Sample Uncertainty for Domain Adaptive Person Re-Identification Kecheng Zheng Cuiling Lan Wenjun Zeng Zhizheng Zhang Zhengjun Zha 47 164 0 16 Dec 2020
Bayesian Triplet Loss: Uncertainty Quantification in Image Retrieval Frederik Warburg Martin Jørgensen Javier Civera Søren Hauberg UQCV 31 36 0 25 Nov 2020
The Elements of End-to-end Deep Face Recognition: A Survey of Recent Advances Hang Du Hailin Shi Dan Zeng Xiaoping Zhang Tao Mei OOD 33 118 0 28 Sep 2020
Deep Momentum Uncertainty Hashing Chaoyou Fu Guoli Wang Xiang Wu Qian Zhang Ran He 30 13 0 17 Sep 2020