Large-Margin Softmax Loss for Convolutional Neural Networks

7 December 2016

Papers citing "Large-Margin Softmax Loss for Convolutional Neural Networks"

36 / 186 papers shown

Title
Deep Gamblers: Learning to Abstain with Portfolio Theory Liu Ziyin Zhikang T. Wang Paul Pu Liang Ruslan Salakhutdinov Louis-Philippe Morency Masahito Ueda 23 110 0 29 Jun 2019
Spatial Pyramid Encoding with Convex Length Normalization for Text-Independent Speaker Verification Youngmoon Jung Younggwan Kim Hyungjun Lim Yeunju Choi Hoirin Kim 21 32 0 19 Jun 2019
Improving Neural Language Modeling via Adversarial Training Dilin Wang Chengyue Gong Qiang Liu AAML 43 115 0 10 Jun 2019
Addressing the Loss-Metric Mismatch with Adaptive Loss Alignment Chen Huang Shuangfei Zhai Walter A. Talbott Miguel Angel Bautista Shi Sun Carlos Guestrin J. Susskind 29 75 0 15 May 2019
AdaCos: Adaptively Scaling Cosine Logits for Effectively Learning Deep Face Representations Xiao Zhang Rui Zhao Yu Qiao Xiaogang Wang Hongsheng Li CVBM 30 214 0 01 May 2019
IMAE for Noise-Robust Learning: Mean Absolute Error Does Not Treat Examples Equally and Gradient Magnitude's Variance Matters Xinshao Wang Yang Hua Elyor Kodirov David A. Clifton N. Robertson NoLa 24 62 0 28 Mar 2019
Hyperspherical Prototype Networks Pascal Mettes Elise van der Pol Cees G. M. Snoek 24 123 0 29 Jan 2019
Striking the Right Balance with Uncertainty Salman Khan Munawar Hayat Waqas Zamir Jianbing Shen Ling Shao 25 174 0 22 Jan 2019
A Performance Comparison of Loss Functions for Deep Face Recognition Yash Srivastava Vaishnav Murali S. Dubey CVBM 28 47 0 01 Jan 2019
Accelerating Large Scale Knowledge Distillation via Dynamic Importance Sampling Minghan Li Tanli Zuo Ruicheng Li Martha White Weishi Zheng 29 3 0 03 Dec 2018
Skeleton-Based Action Recognition with Synchronous Local and Non-local Spatio-temporal Learning and Frequency Attention Guyue Hu Bo Cui Shan Yu 19 40 0 10 Nov 2018
Disjoint Mapping Network for Cross-modal Matching of Voices and Faces Yandong Wen Mahmoud Al Ismail Weiyang Liu Bhiksha Raj Rita Singh FedML 22 70 0 12 Jul 2018
Large Margin Few-Shot Learning Yong Wang Xiao-Ming Wu Qimai Li Jiatao Gu Wangmeng Xiang Lei Zhang V. Li MQ 29 29 0 08 Jul 2018
SphereReID: Deep Hypersphere Manifold Embedding for Person Re-Identification Xing Fan Wei Jiang Hao Luo Mengjuan Fei 22 199 0 02 Jul 2018
Large-scale Bisample Learning on ID Versus Spot Face Recognition Xiangyu Zhu Hao Liu Zhen Lei Hailin Shi Fan Yang Dong Yi Guojun Qi Stan Z. Li CVBM 26 47 0 08 Jun 2018
ALMN: Deep Embedding Learning with Geometrical Virtual Point Generating Binghui Chen Weihong Deng 16 7 0 04 Jun 2018
Deep Imbalanced Learning for Face Recognition and Attribute Prediction Chen Huang Yining Li Chen Change Loy Xiaoou Tang CVBM 14 309 0 01 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
Minimum Margin Loss for Deep Face Recognition Xin Wei Hui Wang B. Scotney Huan Wan CVBM 36 41 0 17 May 2018
Decoupled Networks Weiyang Liu Ziqiang Liu Zhiding Yu Bo Dai Rongmei Lin Yisen Wang James M. Rehg Le Song OOD 19 2 0 22 Apr 2018
Large Margin Deep Networks for Classification Gamaleldin F. Elsayed Dilip Krishnan H. Mobahi Kevin Regan Samy Bengio MQ 22 281 0 15 Mar 2018
Exponential Discriminative Metric Embedding in Deep Learning Bowen Wu Zhangling Chen Jun Wang Hua-Ming Wu 37 10 0 07 Mar 2018
Ring loss: Convex Feature Normalization for Face Recognition Yutong Zheng Dipan K. Pal Marios Savvides CVBM 19 198 0 28 Feb 2018
OLÉ: Orthogonal Low-rank Embedding, A Plug and Play Geometric Loss for Deep Learning José Lezama Qiang Qiu Pablo Musé Guillermo Sapiro 35 78 0 05 Dec 2017
Learning Channel Inter-dependencies at Multiple Scales on Dense Networks for Face Recognition Qiangchang Wang G. Guo Mohammad Iqbal Nouyed CVBM 32 1 0 28 Nov 2017
Improving Lexical Choice in Neural Machine Translation Toan Q. Nguyen David Chiang 29 86 0 03 Oct 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
DarkRank: Accelerating Deep Metric Learning via Cross Sample Similarities Transfer Yuntao Chen Naiyan Wang Zhaoxiang Zhang FedML 57 219 0 05 Jul 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
Feature Incay for Representation Regularization Yuhui Yuan Kuiyuan Yang Chao Zhang 35 16 0 29 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
NormFace: L2 Hypersphere Embedding for Face Verification Feng Wang Xiang Xiang Jian Cheng Alan Yuille 3DH CVBM 24 739 0 21 Apr 2017
A Deep Learning Framework using Passive WiFi Sensing for Respiration Monitoring U. M. Khan Zain Kabir Syed Ali Hassan Syed Hassan Ahmed 24 50 0 19 Apr 2017
A Discriminatively Learned CNN Embedding for Person Re-identification Zhedong Zheng Liang Zheng Yi Yang 64 883 0 17 Nov 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