Sparsifying Neural Network Connections for Face Recognition

7 December 2015

Papers citing "Sparsifying Neural Network Connections for Face Recognition"

48 / 48 papers shown

Title
Neural Network Pruning as Spectrum Preserving Process S. Yao Dantong Yu I. Koutis CVBM 18 1 0 18 Jul 2023
Graph Enabled Cross-Domain Knowledge Transfer S. Yao 15 0 0 07 Apr 2023
Pruning by Active Attention Manipulation Z. Babaiee Lucas Liebenwein Ramin Hasani Daniela Rus Radu Grosu 24 0 0 20 Oct 2022
SubFace: Learning with Softmax Approximation for Face Recognition Hongwei Xu Suncheng Xiang Xiaobo Li CVBM 25 1 0 24 Aug 2022
End-to-End Sensitivity-Based Filter Pruning Z. Babaiee Lucas Liebenwein Ramin Hasani Daniela Rus Radu Grosu AAML 30 1 0 15 Apr 2022
A Survey on Face Recognition Systems Jash Dalvi Sanket Bafna Devansh Bagaria Shyamal S. Virnodkar CVBM 17 6 0 09 Jan 2022
Sparse Super-Regular Networks Andrew W. E. McDonald A. Shokoufandeh 17 5 0 04 Jan 2022
AdaSplit: Adaptive Trade-offs for Resource-constrained Distributed Deep Learning Ayush Chopra Surya Kant Sahu Abhishek Singh Abhinav Java Praneeth Vepakomma Vivek Sharma Ramesh Raskar 32 26 0 02 Dec 2021
Learnable Adaptive Cosine Estimator (LACE) for Image Classification Joshua Peeples Connor H. McCurley Sarah Walker Dylan Stewart Alina Zare 24 3 0 11 Oct 2021
SphereFace Revived: Unifying Hyperspherical Face Recognition Weiyang Liu Yandong Wen Bhiksha Raj Rita Singh Adrian Weller 3DH CVBM 39 39 0 12 Sep 2021
SUTD-TrafficQA: A Question Answering Benchmark and an Efficient Network for Video Reasoning over Traffic Events Li Xu He Huang Jun Liu ViT LRM 17 83 0 29 Mar 2021
Efficient Sparse Artificial Neural Networks Seyed Majid Naji Azra Abtahi F. Marvasti 31 3 0 13 Mar 2021
IdentityDP: Differential Private Identification Protection for Face Images Yunqian Wen Li-Na Song Bo Liu Ming Ding Rong Xie PICV 45 62 0 02 Mar 2021
DeepPayload: Black-box Backdoor Attack on Deep Learning Models through Neural Payload Injection Yuanchun Li Jiayi Hua Haoyu Wang Chunyang Chen Yunxin Liu FedML SILM 86 75 0 18 Jan 2021
Methods for Pruning Deep Neural Networks S. Vadera Salem Ameen 3DPC 24 122 0 31 Oct 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
Biometrics Recognition Using Deep Learning: A Survey Shervin Minaee AmirAli Abdolrashidi Hang Su Bennamoun David C. Zhang 23 84 0 30 Nov 2019
Continual Learning in Neural Networks Rahaf Aljundi CLL 27 33 0 07 Oct 2019
Smaller Models, Better Generalization Mayank Sharma Suraj Tripathi Abhimanyu Dubey Jayadeva Jayadeva Sai Guruju Nihal Goalla 17 1 0 29 Aug 2019
Softmax Dissection: Towards Understanding Intra- and Inter-class Objective for Embedding Learning Lanqing He Zhongdao Wang Yali Li Shengjin Wang 23 32 0 04 Aug 2019
NodeDrop: A Condition for Reducing Network Size without Effect on Output Louis Jensen Jacob A. Harer S. Chin 10 0 0 03 Jun 2019
Hyperparameter-Free Out-of-Distribution Detection Using Softmax of Scaled Cosine Similarity Engkarat Techapanurak Masanori Suganuma Takayuki Okatani OODD 19 28 0 25 May 2019
Nucleus Neural Network: A Data-driven Self-organized Architecture Jia Liu Maoguo Gong Haibo He 12 2 0 08 Apr 2019
A Brain-inspired Algorithm for Training Highly Sparse Neural Networks Zahra Atashgahi Joost Pieterse Shiwei Liu Decebal Constantin Mocanu Raymond N. J. Veldhuis Mykola Pechenizkiy 35 15 0 17 Mar 2019
Continual Learning via Neural Pruning Siavash Golkar Michael Kagan Kyunghyun Cho CLL 21 159 0 11 Mar 2019
ComplexFace: a Multi-Representation Approach for Image Classification with Small Dataset Guiying Zhang Yuxin Cui Yong Zhao Jianjun Hu CVBM 29 0 0 21 Feb 2019
Attacks on State-of-the-Art Face Recognition using Attentional Adversarial Attack Generative Network Q. Song Yingqi Wu Lu Yang AAML CVBM GAN 24 96 0 29 Nov 2018
Fast On-the-fly Retraining-free Sparsification of Convolutional Neural Networks Amir H. Ashouri T. Abdelrahman Alwyn Dos Remedios MQ 16 12 0 10 Nov 2018
Git Loss for Deep Face Recognition Alessandro Calefati Muhammad Kamran Janjua Shah Nawaz I. Gallo CVBM 19 20 0 23 Jul 2018
Selfless Sequential Learning Rahaf Aljundi Marcus Rohrbach Tinne Tuytelaars CLL 30 114 0 14 Jun 2018
On Low-Resolution Face Recognition in the Wild: Comparisons and New Techniques Pei Li Loreto Prieto Domingo Mery Patrick Flynn CVBM 33 151 0 29 May 2018
Deep Face Recognition: A Survey Mei Wang Weihong Deng NoLa 25 1,212 0 18 Apr 2018
Exponential Discriminative Metric Embedding in Deep Learning Bowen Wu Zhangling Chen Jun Wang Hua-Ming Wu 37 10 0 07 Mar 2018
Nature vs. Nurture: The Role of Environmental Resources in Evolutionary Deep Intelligence A. Chung Paul Fieguth A. Wong 19 1 0 09 Feb 2018
Face Recognition via Centralized Coordinate Learning Xianbiao Qi Lei Zhang CVBM 13 29 0 17 Jan 2018
NeST: A Neural Network Synthesis Tool Based on a Grow-and-Prune Paradigm Xiaoliang Dai Hongxu Yin N. Jha DD 42 231 0 06 Nov 2017
Noisy Softmax: Improving the Generalization Ability of DCNN via Postponing the Early Softmax Saturation Binghui Chen Weihong Deng Junping Du 25 125 0 12 Aug 2017
von Mises-Fisher Mixture Model-based Deep learning: Application to Face Verification Abul Hasnat Julien Bohné Jonathan Milgram S. Gentric Liming Chen CVBM 44 91 0 13 Jun 2017
Learning to Prune Deep Neural Networks via Layer-wise Optimal Brain Surgeon Xin Luna Dong Shangyu Chen Sinno Jialin Pan 22 500 0 22 May 2017
SphereFace: Deep Hypersphere Embedding for Face Recognition Weiyang Liu Yandong Wen Zhiding Yu Ming Li Bhiksha Raj Le Song CVBM 105 2,786 0 26 Apr 2017
Attention-Set based Metric Learning for Video Face Recognition Yibo Hu Xiang Wu Ran He CVBM 8 3 0 12 Apr 2017
Privacy-Preserving Visual Learning Using Doubly Permuted Homomorphic Encryption Ryo Yonetani Vishnu Boddeti Kris Kitani Yoichi Sato PICV FedML 36 67 0 07 Apr 2017
DeepVisage: Making face recognition simple yet with powerful generalization skills A. Hasnat Julien Bohné Jonathan Milgram S. Gentric Liming Chen CVBM 38 46 0 24 Mar 2017
L2GSCI: Local to Global Seam Cutting and Integrating for Accurate Face Contour Extraction Yongwei Nie Xu Cao Chengjiang Long Ping Li Guiqing Li CVBM 22 0 0 05 Mar 2017
From Facial Expression Recognition to Interpersonal Relation Prediction Zhanpeng Zhang Ping Luo Chen Change Loy Xiaoou Tang CVBM 23 266 0 21 Sep 2016
A scalable convolutional neural network for task-specified scenarios via knowledge distillation Mengnan Shi F. Qin QiXiang Ye Zhenjun Han Jianbin Jiao 16 5 0 19 Sep 2016
Deeply learned face representations are sparse, selective, and robust Yi Sun Xiaogang Wang Xiaoou Tang CVBM 250 921 0 03 Dec 2014
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 266 7,639 0 03 Jul 2012