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Low-resolution Face Recognition in the Wild via Selective Knowledge Distillation

25 November 2018

Shiming Ge

Papers citing "Low-resolution Face Recognition in the Wild via Selective Knowledge Distillation"

35 / 35 papers shown

Title
StructVPR++: Distill Structural and Semantic Knowledge with Weighting Samples for Visual Place Recognition Yanqing Shen Sanping Zhou Jingwen Fu Ke Xu Shitao Chen N. Zheng 230 0 0 09 Mar 2025
Efficient Low-Resolution Face Recognition via Bridge Distillation Shiming Ge Shengwei Zhao Chenyu Li Yu Zhang Jia Li CVBM 106 59 0 18 Sep 2024
Low-Resolution Face Recognition via Adaptable Instance-Relation Distillation Ruixin Shi Weijia Guo Shiming Ge CVBM 77 0 0 03 Sep 2024
MST-KD: Multiple Specialized Teachers Knowledge Distillation for Fair Face Recognition Eduarda Caldeira Jaime S. Cardoso Ana F. Sequeira Pedro C. Neto CVBM 108 3 0 29 Aug 2024
Multiple Contexts and Frequencies Aggregation Network forDeepfake Detection Zifeng Li Wen-Jun Tang Shijun Gao Shuai Wang Yanxiang Wang CVBM 111 2 0 03 Aug 2024
Focus on Low-Resolution Information: Multi-Granular Information-Lossless Model for Low-Resolution Human Pose Estimation Zejun Gu Zhongqiu Zhao Hao Shen Zhao Zhang 3DH 90 1 0 19 May 2024
CATFace: Cross-Attribute-Guided Transformer with Self-Attention Distillation for Low-Quality Face Recognition Niloufar Alipour Talemi Hossein Kashiani Nasser M. Nasrabadi ViT CVBM 57 6 0 05 Jan 2024
(Un)fair Exposure in Deep Face Rankings at a Distance Andrea Atzori Gianni Fenu Mirko Marras CVBM 82 1 0 22 Aug 2023
CCFace: Classification Consistency for Low-Resolution Face Recognition Mohammad Saeed Ebrahimi Saadabadi Sahar Rahimi Malakshan Hossein Kashiani Nasser M. Nasrabadi CVBM 60 4 0 18 Aug 2023
Cross-resolution Face Recognition via Identity-Preserving Network and Knowledge Distillation Yuhang Lu Touradj Ebrahimi CVBM 60 3 0 15 Mar 2023
Dive into the Resolution Augmentations and Metrics in Low Resolution Face Recognition: A Plain yet Effective New Baseline Xu Ling Yichen Lu Wenqi Xu Weihong Deng Yingjie Zhang Xingchen Cui Hongzhi Shi Dongchao Wen CVBM 90 3 0 11 Feb 2023
StructVPR: Distill Structural Knowledge with Weighting Samples for Visual Place Recognition Yanqing Shen Sanping Zhopu Jingwen Fu Ke Xu Shi-tao Chen Nanning Zheng 130 21 0 02 Dec 2022
Lightweight Alpha Matting Network Using Distillation-Based Channel Pruning Donggeun Yoon Jinsun Park Donghyeon Cho 60 1 0 14 Oct 2022
Visual Anomaly Detection Via Partition Memory Bank Module and Error Estimation Peng-Fei Xing Zechao Li 127 34 0 26 Sep 2022
Octuplet Loss: Make Face Recognition Robust to Image Resolution Martin Knoche Mohamed Elkadeem S. Hörmann Gerhard Rigoll CVBM 90 11 0 14 Jul 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 69 9 0 27 Mar 2022
Mask-invariant Face Recognition through Template-level Knowledge Distillation Marco Huber Fadi Boutros Florian Kirchbuchner Naser Damer CVBM 63 31 0 10 Dec 2021
Knowledge Distillation Using Hierarchical Self-Supervision Augmented Distribution Chuanguang Yang Zhulin An Linhang Cai Yongjun Xu 115 16 0 07 Sep 2021
Reasoning Graph Networks for Kinship Verification: from Star-shaped to Hierarchical Wanhua Li Jiwen Lu Abudukelimu Wuerkaixi Jianjiang Feng Jie Zhou 43 20 0 06 Sep 2021
Unsupervised domain adaptation for clinician pose estimation and instance segmentation in the operating room V. Srivastav A. Gangi N. Padoy OOD 79 11 0 26 Aug 2021
Cross-Quality LFW: A Database for Analyzing Cross-Resolution Image Face Recognition in Unconstrained Environments Martin Knoche S. Hörmann Gerhard Rigoll CVBM 114 41 0 23 Aug 2021
Deep Rival Penalized Competitive Learning for Low-resolution Face Recognition Peiying Li Shikui Tu Lei Xu CVBM 64 24 0 03 Aug 2021
Hierarchical Deep CNN Feature Set-Based Representation Learning for Robust Cross-Resolution Face Recognition Guangwei Gao Yi Yu Jian Yang Guo-Jun Qi Meng Yang CVBM 87 42 0 25 Mar 2021
Student Network Learning via Evolutionary Knowledge Distillation Kangkai Zhang Chunhui Zhang Shikun Li Dan Zeng Shiming Ge 77 85 0 23 Mar 2021
3D Human Pose, Shape and Texture from Low-Resolution Images and Videos Xiangyu Xu Hao Chen Francesc Moreno-Noguer László A. Jeni Fernando de la Torre 3DH 109 35 0 11 Mar 2021
Resolution-Based Distillation for Efficient Histology Image Classification Joseph DiPalma A. Suriawinata L. Tafe Lorenzo Torresani Saeed Hassanpour 67 35 0 11 Jan 2021
Delving Deep into Label Smoothing Chang-Bin Zhang Peng-Tao Jiang Qibin Hou Yunchao Wei Qi Han Zhen Li Ming-Ming Cheng 127 215 0 25 Nov 2020
Low-Resolution Face Recognition In Resource-Constrained Environments Mozhdeh Rouhsedaghat Yifan Wang Shuowen Hu Suya You C.-C. Jay Kuo CVBM 72 30 0 23 Nov 2020
3D Human Shape and Pose from a Single Low-Resolution Image with Self-Supervised Learning Xiangyu Xu Hao Chen Francesc Moreno-Noguer László A. Jeni Fernando de la Torre 3DH 62 51 0 27 Jul 2020
Knowledge Distillation: A Survey Jianping Gou B. Yu Stephen J. Maybank Dacheng Tao VLM 282 3,016 0 09 Jun 2020
Cross-Resolution Learning for Face Recognition F. V. Massoli Giuseppe Amato Fabrizio Falchi SupR CVBM 94 70 0 05 Dec 2019
Dual Directed Capsule Network for Very Low Resolution Image Recognition Maneet Singh Shruti Nagpal Richa Singh Mayank Vatsa 116 54 0 27 Aug 2019
Attribute-Guided Coupled GAN for Cross-Resolution Face Recognition Veeru Talreja Fariborz Taherkhani Matthew C. Valenti Nasser M. Nasrabadi GAN CVBM 58 23 0 05 Aug 2019
Graph-based Knowledge Distillation by Multi-head Attention Network Seunghyun Lee B. Song 82 77 0 04 Jul 2019
Cross-Resolution Face Recognition via Prior-Aided Face Hallucination and Residual Knowledge Distillation Hanyang Kong Jian-jun Zhao X. Tu Junliang Xing Shengmei Shen Jiashi Feng SupR CVBM 39 22 0 26 May 2019