Data Uncertainty Learning in Face Recognition

Computer Vision and Pattern Recognition (CVPR), 2020

25 March 2020

Papers citing "Data Uncertainty Learning in Face Recognition"

50 / 136 papers shown

Title
Wrapped Cauchy Distributed Angular Softmax for Long-Tailed Visual RecognitionInternational Conference on Machine Learning (ICML), 2023 Boran Han 103 14 0 30 May 2023
Improved Probabilistic Image-Text RepresentationsInternational Conference on Learning Representations (ICLR), 2023 Sanghyuk Chun VLM 334 43 0 29 May 2023
Mask to reconstruct: Cooperative Semantics Completion for Video-text RetrievalACM Multimedia (ACM MM), 2023 Han Fang Zhifei Yang Xianghao Zang Chao Ban Hao Sun VGen 120 5 0 13 May 2023
Gallery Sampling for Robust and Fast Face Identification Myung-Cheol Roh Pyoung-gang Lim Jongju Shin CVBM 47 0 0 12 May 2023
Efficient Explainable Face Verification based on Similarity Score Argument BackpropagationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Marco Huber An Luu Philipp Terhörst Naser Damer CVBM AAML 63 17 0 26 Apr 2023
Learning Sample Difficulty from Pre-trained Models for Reliable PredictionNeural Information Processing Systems (NeurIPS), 2023 Peng Cui Dan Zhang Zhijie Deng Yinpeng Dong Junyi Zhu 116 16 0 20 Apr 2023
Recognizability Embedding Enhancement for Very Low-Resolution Face Recognition and Quality EstimationComputer Vision and Pattern Recognition (CVPR), 2023 Jacky Chen Long Chai T. Ng C. Low Jaewoo Park Andrew Beng Jin Teoh CVBM 101 26 0 20 Apr 2023
Out-of-distribution Few-shot Learning For Edge Devices without Model Fine-tuning Xinyun Zhang Lanqing Hong OODD 123 0 0 13 Apr 2023
Probabilistic Prompt Learning for Dense PredictionComputer Vision and Pattern Recognition (CVPR), 2023 Hyeongjun Kwon Taeyong Song Somi Jeong Jin-Hwa Kim Jinhyun Jang Kwanghoon Sohn VLM 186 24 0 03 Apr 2023
ALUM: Adversarial Data Uncertainty Modeling from Latent Model Uncertainty Compensation Wei Wei Jiahuan Zhou Hongze Li Yingying Wu 79 1 0 29 Mar 2023
The Treasure Beneath Multiple Annotations: An Uncertainty-aware Edge DetectorComputer Vision and Pattern Recognition (CVPR), 2023 Caixia Zhou Yaping Huang Mengyang Pu Q. Guan Li Huang Haibin Ling UQCV 115 59 0 21 Mar 2023
Enhancing Low-resolution Face Recognition with Feature Similarity Knowledge Distillation Sungho Shin Yeonguk Yu Kyoobin Lee CVBM 99 5 0 08 Mar 2023
Transmission-Guided Bayesian Generative Model for Smoke SegmentationAAAI Conference on Artificial Intelligence (AAAI), 2022 Siyuan Yan Jing Zhang Nick Barnes MedIm 105 23 0 02 Mar 2023
A Survey on Uncertainty Quantification Methods for Deep Learning Wenchong He Zhe Jiang Tingsong Xiao Zelin Xu Yukun Li BDL UQCV AI4CE 381 46 0 26 Feb 2023
Uncertainty-Estimation with Normalized Logits for Out-of-Distribution Detection Mou-Yue Huang Yu Qiao 132 4 0 15 Feb 2023
DaliID: Distortion-Adaptive Learned Invariance for Identification Models Wes Robbins Gabriel Bertocco Terrance E. Boult 158 3 0 11 Feb 2023
Dual Memory Units with Uncertainty Regulation for Weakly Supervised Video Anomaly DetectionAAAI Conference on Artificial Intelligence (AAAI), 2023 Hang Zhou Junqing Yu Wei Yang 102 127 0 10 Feb 2023
Confidence-based Reliable Learning under Dual NoisesNeural Information Processing Systems (NeurIPS), 2023 Peng Cui Yang Yue Zhijie Deng Jun Zhu NoLa 60 10 0 10 Feb 2023
Bayesian Metric Learning for Uncertainty Quantification in Image RetrievalNeural Information Processing Systems (NeurIPS), 2023 Frederik Warburg M. Miani Silas Brack Søren Hauberg UQCV BDL 169 11 0 02 Feb 2023
Modeling Uncertain Feature Representation for Domain Generalization Xiaotong Li Zixuan Hu Jun Liu Yixiao Ge Yongxing Dai Ling-Yu Duan OOD 130 7 0 16 Jan 2023
UATVR: Uncertainty-Adaptive Text-Video RetrievalIEEE International Conference on Computer Vision (ICCV), 2023 Bo Fang Wenhao Wu Chang-rui Liu Yu Zhou Yuxin Song Weiping Wang Min Yang Xiang Ji Jingdong Wang 189 76 0 16 Jan 2023
Learning Implicit Functions for Dense 3D Shape Correspondence of Generic ObjectsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Feng Liu Xiaoming Liu 3DPC 3DV 136 4 0 29 Dec 2022
A Survey of Face Recognition Xinyi Wang Jianteng Peng Sufang Zhang Bihui Chen Yi Wang Yan-Hua Guo CVBM 165 0 0 26 Dec 2022
Improving Training and Inference of Face Recognition Models via Random Temperature ScalingAAAI Conference on Artificial Intelligence (AAAI), 2022 Lei Shang Mou-Yue Huang Wuxuan Shi Yuchen Liu Yang Liu Haiwei Yang Baigui Sun Xuansong Xie Yu Qiao UQCV 111 12 0 02 Dec 2022
Part-based Face Recognition with Vision TransformersBritish Machine Vision Conference (BMVC), 2022 Zhonglin Sun Georgios Tzimiropoulos ViT 191 23 0 30 Nov 2022
Birds of a Feather Trust Together: Knowing When to Trust a Classifier via Adaptive Neighborhood Aggregation Miao Xiong Shen Li Wenjie Feng Ailin Deng Jihai Zhang Bryan Hooi 143 7 0 29 Nov 2022
Probabilistic Deep Metric Learning for Hyperspectral Image ClassificationPattern Recognition (Pattern Recogn.), 2022 Cheng-Hao Wang Wenzhao Zheng Xian Sun Jiwen Lu Jie Zhou 111 8 0 15 Nov 2022
Composed Image Retrieval with Text Feedback via Multi-grained Uncertainty RegularizationInternational Conference on Learning Representations (ICLR), 2022 Yiyang Chen Zhedong Zheng Wei Ji Leigang Qu Tat-Seng Chua 318 59 0 14 Nov 2022
Fashion-Specific Attributes Interpretation via Dual Gaussian Visual-Semantic Embedding Ryotaro Shimizu Masanari Kimura M. Goto 174 3 0 28 Oct 2022
Confidence-Calibrated Face and Kinship VerificationIEEE Transactions on Information Forensics and Security (IEEE TIFS), 2022 Min Xu Ximiao Zhang Xiuzhuang Zhou CVBM 235 5 0 25 Oct 2022
Reliability-Aware Prediction via Uncertainty Learning for Person Image RetrievalEuropean Conference on Computer Vision (ECCV), 2022 Zhaopeng Dou Zhongdao Wang Weihua Chen Yali Li Shengjin Wang 112 19 0 24 Oct 2022
Cluster and Aggregate: Face Recognition with Large Probe SetNeural Information Processing Systems (NeurIPS), 2022 Minchul Kim Feng Liu Anil Jain Xiaoming Liu CVBM 127 26 0 19 Oct 2022
Stating Comparison Score Uncertainty and Verification Decision Confidence Towards Transparent Face RecognitionBritish Machine Vision Conference (BMVC), 2022 Marco Huber Philipp Terhörst Florian Kirchbuchner Naser Damer Arjan Kuijper CVBM 96 13 0 19 Oct 2022
MAP: Multimodal Uncertainty-Aware Vision-Language Pre-training ModelComputer Vision and Pattern Recognition (CVPR), 2022 Yatai Ji Junjie Wang Yuan Gong Lin Zhang Yan Zhu Hongfa Wang Jiaxing Zhang Tetsuya Sakai Yujiu Yang MLLM 143 53 0 11 Oct 2022
Uncertainty Estimation for 3D Dense Prediction via Cross-Point EmbeddingsIEEE Robotics and Automation Letters (RA-L), 2022 Kaiwen Cai Chris Xiaoxuan Lu Xiaowei Huang 3DPC 188 3 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 138 4 0 09 Sep 2022
ScaleFace: Uncertainty-aware Deep Metric LearningInternational Conference on Data Science and Advanced Analytics (DSAA), 2022 Roma Kail Kirill Fedyanin Nikita Muravev Alexey Zaytsev Maxim Panov CVBM UQCV 149 5 0 05 Sep 2022
Progressive Feature Learning for Realistic Cloth-Changing Gait RecognitionScandinavian Conference on Image Analysis (SCIA), 2022 Xuqian Ren Saihui Hou Chunshui Cao Xu Liu Yongzhen Huang CVBM 159 6 0 24 Jul 2022
Controllable and Guided Face Synthesis for Unconstrained Face RecognitionEuropean Conference on Computer Vision (ECCV), 2022 Feng Liu Minchul Kim Anil Jain Xiaoming Liu CVBM 189 45 0 20 Jul 2022
COLD Fusion: Calibrated and Ordinal Latent Distribution Fusion for Uncertainty-Aware Multimodal Emotion RecognitionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 M. Tellamekala Shahin Amiriparian Björn W. Schuller Elisabeth André T. Giesbrecht Michel Valstar 197 35 0 12 Jun 2022
Robust Deep Ensemble Method for Real-world Image DenoisingNeurocomputing (Neurocomputing), 2022 Pengju Liu Hongzhi Zhang Jinghui Wang Yuzhi Wang Dongwei Ren W. Zuo 146 12 0 08 Jun 2022
EXACT: How to Train Your AccuracyPattern Recognition Letters (PR), 2022 I. Karpukhin Stanislav Dereka Sergey Kolesnikov 134 0 0 19 May 2022
Introspective Deep Metric Learning for Image Retrieval Wenzhao Zheng Cheng-Hao Wang Jie Zhou Jiwen Lu VLM 135 0 0 09 May 2022
Robust Face Anti-Spoofing with Dual Probabilistic ModelingPattern Recognition (Pattern Recogn.), 2022 Yuanhan Zhang Yichao Wu Zhen-fei Yin Jing Shao Ziwei Liu CVBM 92 3 0 27 Apr 2022
Probabilistic Representations for Video Contrastive LearningComputer Vision and Pattern Recognition (CVPR), 2022 Jungin Park Jiyoung Lee Ig-Jae Kim Kwanghoon Sohn SSL 196 52 0 08 Apr 2022
AdaFace: Quality Adaptive Margin for Face RecognitionComputer Vision and Pattern Recognition (CVPR), 2022 Minchul Kim Anil K. Jain Xiaoming Liu CVBM 248 519 0 03 Apr 2022
Killing Two Birds with One Stone:Efficient and Robust Training of Face Recognition CNNs by Partial FCComputer Vision and Pattern Recognition (CVPR), 2022 Xiang An Jiankang Deng Jia Guo Ziyong Feng Xuhan Zhu Jing Yang Tongliang Liu CVBM 136 97 0 28 Mar 2022
Local-Adaptive Face Recognition via Graph-based Meta-Clustering and Regularized AdaptationComputer Vision and Pattern Recognition (CVPR), 2022 Wenbin Zhu Chien-Yi Wang Kuan-Lun Tseng S. Lai Baoyuan Wang CVBM 107 9 0 27 Mar 2022
PMAL: Open Set Recognition via Robust Prototype MiningAAAI Conference on Artificial Intelligence (AAAI), 2022 Jing Lu Yunxu Xu Hao Li Zhanzhan Cheng Yi Niu 131 64 0 16 Mar 2022
Uncertainty-Aware Text-to-Program for Question Answering on Structured Electronic Health RecordsACM Conference on Health, Inference, and Learning (ACM CHIL), 2022 Daeyoung Kim Seongsu Bae S. Kim Edward Choi 111 6 0 14 Mar 2022