Feature Transfer Learning for Deep Face Recognition with Under-Represented Data

23 March 2018

Xiaoming Liu

Papers citing "Feature Transfer Learning for Deep Face Recognition with Under-Represented Data"

33 / 33 papers shown

Title
Additive Margin Softmax for Face Verification Feng Wang Weiyang Liu Haijun Liu Jian Cheng CVBM 91 1,273 0 17 Jan 2018
The Devil is in the Tails: Fine-grained Classification in the Wild Grant Van Horn Pietro Perona VLM 73 206 0 05 Sep 2017
Unsupervised Domain Adaptation for Face Recognition in Unlabeled Videos Kihyuk Sohn Sifei Liu Guangyu Zhong Xiang Yu Ming-Hsuan Yang Manmohan Chandraker CVBM 63 116 0 07 Aug 2017
The iNaturalist Species Classification and Detection Dataset Grant Van Horn Oisin Mac Aodha Yang Song Huayu Chen Chen Sun Alexander Shepard Hartwig Adam Pietro Perona Serge J. Belongie 70 80 0 20 Jul 2017
One-shot Face Recognition by Promoting Underrepresented Classes Yandong Guo Lei Zhang CVBM 64 104 0 18 Jul 2017
Revisiting Unreasonable Effectiveness of Data in Deep Learning Era Chen Sun Abhinav Shrivastava Saurabh Singh Abhinav Gupta VLM 178 2,393 0 10 Jul 2017
SphereFace: Deep Hypersphere Embedding for Face Recognition Weiyang Liu Yandong Wen Zhiding Yu Ming Li Bhiksha Raj Le Song CVBM 228 2,798 0 26 Apr 2017
NormFace: L2 Hypersphere Embedding for Face Verification Feng Wang Xiang Xiang Jian Cheng Alan Yuille 3DH CVBM 61 744 0 21 Apr 2017
Towards Large-Pose Face Frontalization in the Wild Xi Yin Xiang Yu Kihyuk Sohn Xiaoming Liu Manmohan Chandraker CVBM 3DH 75 318 0 20 Apr 2017
Beyond Face Rotation: Global and Local Perception GAN for Photorealistic and Identity Preserving Frontal View Synthesis Rui Huang Shu Zhang Tianyu Li Ran He GAN CVBM 87 631 0 13 Apr 2017
L2-constrained Softmax Loss for Discriminative Face Verification Rajeev Ranjan Carlos D. Castillo Rama Chellappa CVBM 74 454 0 28 Mar 2017
Prototypical Networks for Few-shot Learning Jake C. Snell Kevin Swersky R. Zemel 285 8,129 0 15 Mar 2017
Multi-Task Convolutional Neural Network for Pose-Invariant Face Recognition Xi Yin Xiaoming Liu CVBM 81 285 0 15 Feb 2017
Reconstruction-Based Disentanglement for Pose-invariant Face Recognition Xi Peng Xiang Yu Kihyuk Sohn Dimitris N. Metaxas Manmohan Chandraker CVBM 48 136 0 10 Feb 2017
AGA: Attribute Guided Augmentation Mandar Dixit Roland Kwitt Marc Niethammer Nuno Vasconcelos GAN 59 101 0 08 Dec 2016
Large-Margin Softmax Loss for Convolutional Neural Networks Weiyang Liu Yandong Wen Zhiding Yu Meng Yang CVBM 78 1,455 0 07 Dec 2016
Range Loss for Deep Face Recognition with Long-tail Xiao Zhang Zhiyuan Fang Yandong Wen Zhifeng Li Yu Qiao CVBM 303 450 0 28 Nov 2016
MS-Celeb-1M: A Dataset and Benchmark for Large-Scale Face Recognition Yandong Guo Lei Zhang Yuxiao Hu Xiaodong He Jianfeng Gao CVBM 160 1,961 0 27 Jul 2016
Matching Networks for One Shot Learning Oriol Vinyals Charles Blundell Timothy Lillicrap Koray Kavukcuoglu Daan Wierstra VLM 351 7,316 0 13 Jun 2016
Deep Deformation Network for Object Landmark Localization Xiang Yu F. Zhou Manmohan Chandraker 58 114 0 03 May 2016
Triplet Probabilistic Embedding for Face Verification and Clustering S. Sankaranarayanan A. Alavi Carlos D. Castillo Rama Chellappa CVBM 3DH 91 214 0 19 Apr 2016
Neural Aggregation Network for Video Face Recognition Jiaolong Yang Peiran Ren Dongqing Zhang Dong Chen Fang Wen Hongdong Li G. Hua CVBM 3DH 56 374 0 17 Mar 2016
Template Adaptation for Face Verification and Identification Nate Crosswhite J. Byrne Omkar M. Parkhi C. Stauffer Qiong Cao Andrew Zisserman CVBM 49 160 0 12 Mar 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.1K 193,814 0 10 Dec 2015
Deep Metric Learning via Lifted Structured Feature Embedding Hyun Oh Song Yu Xiang Stefanie Jegelka Silvio Savarese FedML SSL DML 94 1,641 0 19 Nov 2015
Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks Alec Radford Luke Metz Soumith Chintala GAN OOD 243 14,005 0 19 Nov 2015
A Light CNN for Deep Face Representation with Noisy Labels Xiang Wu Ran He Zhenan Sun Tieniu Tan CVBM 90 1,072 0 09 Nov 2015
FaceNet: A Unified Embedding for Face Recognition and Clustering Florian Schroff Dmitry Kalenichenko James Philbin 3DH 351 13,134 0 12 Mar 2015
Learning Face Representation from Scratch Dong Yi Zhen Lei Tianran Ouyang Stan Z. Li CVBM 85 2,009 0 28 Nov 2014
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 1.6K 39,472 0 01 Sep 2014
Learning Rich Features from RGB-D Images for Object Detection and Segmentation Saurabh Gupta Ross B. Girshick Pablo Arbeláez Jitendra Malik ObjD 114 1,561 0 22 Jul 2014
Deep Learning Face Representation by Joint Identification-Verification Yi Sun Xiaogang Wang Xiaoou Tang CVBM 216 2,247 0 18 Jun 2014
SMOTE: Synthetic Minority Over-sampling Technique Nitesh Chawla Kevin W. Bowyer Lawrence Hall W. Kegelmeyer AI4TS 348 25,621 0 09 Jun 2011