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"

50 / 51 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 55 0 0 09 Mar 2025
PETALface: Parameter Efficient Transfer Learning for Low-resolution Face Recognition Kartik Narayan Nithin Gopalakrishnan Nair Jennifer Xu Rama Chellappa Vishal M. Patel CVBM CLL 72 1 0 10 Dec 2024
Robust Salient Object Detection on Compressed Images Using Convolutional Neural Networks Guibiao Liao Wei Gao 41 0 0 20 Sep 2024
Efficient Low-Resolution Face Recognition via Bridge Distillation Shiming Ge Shengwei Zhao Chenyu Li Yu Zhang Jia Li CVBM 36 58 0 18 Sep 2024
Distilling Generative-Discriminative Representations for Very Low-Resolution Face Recognition Junzheng Zhang Weijia Guo Bochao Liu Ruixin Shi Yong Li Shiming Ge CVBM 51 0 0 10 Sep 2024
Look One and More: Distilling Hybrid Order Relational Knowledge for Cross-Resolution Image Recognition Shiming Ge Kangkai Zhang Haolin Liu Yingying Hua Shengwei Zhao Xin Jin Hao Wen 36 24 0 09 Sep 2024
Low-Resolution Object Recognition with Cross-Resolution Relational Contrastive Distillation Kangkai Zhang Shiming Ge Ruixin Shi Dan Zeng 61 13 0 04 Sep 2024
Low-Resolution Face Recognition via Adaptable Instance-Relation Distillation Ruixin Shi Weijia Guo Shiming Ge CVBM 34 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 45 2 0 29 Aug 2024
Learning Differentially Private Diffusion Models via Stochastic Adversarial Distillation Bochao Liu Pengju Wang Shiming Ge 46 1 0 27 Aug 2024
E $^3$ NeRF: Efficient Event-Enhanced Neural Radiance Fields from Blurry Images Yunshan Qi Jia Li Yifan Zhao Yu Zhang Lin Zhu 44 2 0 03 Aug 2024
Multiple Contexts and Frequencies Aggregation Network forDeepfake Detection Zifeng Li Wen-Jun Tang Shijun Gao Shuai Wang Yanxiang Wang CVBM 39 2 0 03 Aug 2024
PGNeXt: High-Resolution Salient Object Detection via Pyramid Grafting Network Changqun Xia Chenxi Xie Zhentao He Tianshu Yu Jia Li 48 0 0 02 Aug 2024
Learning Natural Consistency Representation for Face Forgery Video Detection Daichi Zhang Zihao Xiao Shikun Li Fanzhao Lin Jianmin Li Shiming Ge CVBM 46 11 0 15 Jul 2024
Adaptive Deep Iris Feature Extractor at Arbitrary Resolutions Yuho Shoji Yuka Ogino Takahiro Toizumi Atsushi Ito CVBM 29 0 0 11 Jul 2024
Cross-Domain Knowledge Distillation for Low-Resolution Human Pose Estimation Zejun Gu Zhongming Zhao Henghui Ding Hao Shen Zhao Zhang De-Shuang Huang 41 0 0 19 May 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 45 1 0 19 May 2024
A Comprehensive Review of Knowledge Distillation in Computer Vision Sheikh Musa Kaleem Tufail Rouf Gousia Habib Tausifa Jan Saleem Brejesh Lall VLM 35 13 0 01 Apr 2024
Benchmarking Micro-action Recognition: Dataset, Methods, and Applications Dan Guo Kun Li Bin Hu Yan Zhang Meng Wang 65 39 0 08 Mar 2024
Model Compression Techniques in Biometrics Applications: A Survey Eduarda Caldeira Pedro C. Neto Marco Huber Naser Damer Ana F. Sequeira 40 11 0 18 Jan 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 19 4 0 05 Jan 2024
(Un)fair Exposure in Deep Face Rankings at a Distance Andrea Atzori Gianni Fenu Mirko Marras CVBM 41 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 33 4 0 18 Aug 2023
SRMAE: Masked Image Modeling for Scale-Invariant Deep Representations Zhiming Wang Lin Gu Feng Lu 32 0 0 17 Aug 2023
Uni-Removal: A Semi-Supervised Framework for Simultaneously Addressing Multiple Degradations in Real-World Images Yongheng Zhang Danfeng Yan Yuanqiang Cai 30 0 0 11 Jul 2023
Recognizability Embedding Enhancement for Very Low-Resolution Face Recognition and Quality Estimation Jacky Chen Long Chai T. Ng C. Low Jaewoo Park Andrew Beng Jin Teoh CVBM 21 19 0 20 Apr 2023
Region-Aware Portrait Retouching with Sparse Interactive Guidance Huimin Zeng Jie Huang Jiacheng Li Zhiwei Xiong 3DH 40 2 0 08 Apr 2023
Cross-resolution Face Recognition via Identity-Preserving Network and Knowledge Distillation Yuhang Lu Touradj Ebrahimi CVBM 11 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 32 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 39 20 0 02 Dec 2022
Lightweight Alpha Matting Network Using Distillation-Based Channel Pruning Donggeun Yoon Jinsun Park Donghyeon Cho 27 1 0 14 Oct 2022
Visual Anomaly Detection Via Partition Memory Bank Module and Error Estimation Peng-Fei Xing Zechao Li 63 32 0 26 Sep 2022
Octuplet Loss: Make Face Recognition Robust to Image Resolution Martin Knoche Mohamed Elkadeem S. Hörmann Gerhard Rigoll CVBM 36 11 0 14 Jul 2022
Dynamic Low-Resolution Distillation for Cost-Efficient End-to-End Text Spotting Ying-Cong Chen Liang Qiao1 Zhanzhan Cheng Shiliang Pu Yi Niu Xi Li 21 2 0 14 Jul 2022
Backbones-Review: Feature Extraction Networks for Deep Learning and Deep Reinforcement Learning Approaches O. Elharrouss Y. Akbari Noor Almaadeed S. Al-Maadeed 27 69 0 16 Jun 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
Mask-invariant Face Recognition through Template-level Knowledge Distillation Marco Huber Fadi Boutros Florian Kirchbuchner Naser Damer CVBM 32 30 0 10 Dec 2021
Altering Backward Pass Gradients improves Convergence Bishshoy Das M. Mondal Brejesh Lall S. Joshi Sumantra Dutta Roy 20 0 0 24 Nov 2021
Knowledge Distillation Using Hierarchical Self-Supervision Augmented Distribution Chuanguang Yang Zhulin An Linhang Cai Yongjun Xu 32 15 0 07 Sep 2021
Unsupervised domain adaptation for clinician pose estimation and instance segmentation in the operating room V. Srivastav A. Gangi N. Padoy OOD 26 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 23 41 0 23 Aug 2021
Deep Rival Penalized Competitive Learning for Low-resolution Face Recognition Peiying Li Shikui Tu Lei Xu CVBM 27 24 0 03 Aug 2021
Susceptibility to Image Resolution in Face Recognition and Trainings Strategies Martin Knoche S. Hörmann Gerhard Rigoll CVBM 6 3 0 08 Jul 2021
Student Network Learning via Evolutionary Knowledge Distillation Kangkai Zhang Chunhui Zhang Shikun Li Dan Zeng Shiming Ge 22 83 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 22 35 0 11 Mar 2021
Resolution-Based Distillation for Efficient Histology Image Classification Joseph DiPalma A. Suriawinata L. Tafe Lorenzo Torresani Saeed Hassanpour 40 35 0 11 Jan 2021
Low-Resolution Face Recognition In Resource-Constrained Environments Mozhdeh Rouhsedaghat Yifan Wang Shuowen Hu Suya You C.-C. Jay Kuo CVBM 29 30 0 23 Nov 2020
Knowledge Distillation: A Survey Jianping Gou B. Yu Stephen J. Maybank Dacheng Tao VLM 21 2,851 0 09 Jun 2020
Cross-Resolution Learning for Face Recognition F. V. Massoli Giuseppe Amato Fabrizio Falchi SupR CVBM 21 70 0 05 Dec 2019
Dual Directed Capsule Network for Very Low Resolution Image Recognition Maneet Singh Shruti Nagpal Richa Singh Mayank Vatsa 14 54 0 27 Aug 2019