Large-Margin Softmax Loss for Convolutional Neural Networks

7 December 2016

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

50 / 186 papers shown

Title
Attention-based Dynamic Subspace Learners for Medical Image Analysis V. SukeshAdiga Jose Dolz H. Lombaert 21 1 0 18 Jun 2022
Maximum Class Separation as Inductive Bias in One Matrix Tejaswi Kasarla Gertjan J. Burghouts Max van Spengler Elise van der Pol Rita Cucchiara Pascal Mettes 26 22 0 17 Jun 2022
Learning Imbalanced Datasets with Maximum Margin Loss Haeyong Kang Thang Vu Chang D. Yoo 21 18 0 11 Jun 2022
Neural Collapse: A Review on Modelling Principles and Generalization Vignesh Kothapalli 30 74 0 08 Jun 2022
Hyperspherical Consistency Regularization Cheng Tan Zhangyang Gao Lirong Wu Siyuan Li Stan Z. Li 36 25 0 02 Jun 2022
Deep face recognition with clustering based domain adaptation Mei Wang Weihong Deng OOD 3DH CVBM 50 49 0 27 May 2022
SFace: Sigmoid-Constrained Hypersphere Loss for Robust Face Recognition Yaoyao Zhong Weihong Deng Jiani Hu Dongyue Zhao Xian Li Dongchao Wen 3DH CVBM 54 87 0 24 May 2022
Distinction Maximization Loss: Efficiently Improving Out-of-Distribution Detection and Uncertainty Estimation by Replacing the Loss and Calibrating David Macêdo Cleber Zanchettin Teresa B Ludermir UQCV 36 4 0 12 May 2022
CoupleFace: Relation Matters for Face Recognition Distillation Jiaheng Liu Haoyu Qin Yichao Wu Jinyang Guo Ding Liang Ke Xu CVBM 31 19 0 12 Apr 2022
Unified Contrastive Learning in Image-Text-Label Space Jianwei Yang Chunyuan Li Pengchuan Zhang Bin Xiao Ce Liu Lu Yuan Jianfeng Gao VLM SSL 56 221 0 07 Apr 2022
Rethinking Semantic Segmentation: A Prototype View Tianfei Zhou Wenguan Wang E. Konukoglu Luc Van Gool SSeg 34 260 0 28 Mar 2022
OTFace: Hard Samples Guided Optimal Transport Loss for Deep Face Representation J. Qian Shumin Zhu Chao-Yue Zhao Jian Yang Wai Keung Wong CVBM 32 5 0 28 Mar 2022
Unified Negative Pair Generation toward Well-discriminative Feature Space for Face Recognition Junuk Jung Seon-Hoon Lee Heung‐Seon Oh Yongjun Park Joochan Park Sungbin Son CVBM 23 5 0 22 Mar 2022
The Principle of Diversity: Training Stronger Vision Transformers Calls for Reducing All Levels of Redundancy Tianlong Chen Zhenyu Zhang Yu Cheng Ahmed Hassan Awadallah Zhangyang Wang ViT 41 37 0 12 Mar 2022
Adaptive Discriminative Regularization for Visual Classification Qingsong Zhao Yi Wang Shuguang Dou Chen Gong Yin Wang Cairong Zhao 24 0 0 02 Mar 2022
Dynamic Rectification Knowledge Distillation Fahad Rahman Amik Ahnaf Ismat Tasin Silvia Ahmed M. M. L. Elahi Nabeel Mohammed 28 5 0 27 Jan 2022
Basket-based Softmax Qiang Meng Xinqian Gu Xiaqing Xu F. Zhou 17 2 0 23 Jan 2022
Sparse-softmax: A Simpler and Faster Alternative Softmax Transformation Shaoshi Sun Zhenyuan Zhang B. Huang Pengbin Lei Jianlin Su Shengfeng Pan Jiarun Cao UQCV 13 7 0 23 Dec 2021
Quality-Aware Multimodal Biometric Recognition Sobhan Soleymani Ali Dabouei Fariborz Taherkhani Seyed Mehdi Iranmanesh J. Dawson Nasser M. Nasrabadi CVBM 30 3 0 10 Dec 2021
Deformable ProtoPNet: An Interpretable Image Classifier Using Deformable Prototypes Jonathan Donnelly A. Barnett Chaofan Chen 3DH 33 127 0 29 Nov 2021
A Softmax-free Loss Function Based on Predefined Optimal-distribution of Latent Features for Deep Learning Classifier Qiuyu Zhu Xuewen Zu 28 5 0 25 Nov 2021
Towards Tokenized Human Dynamics Representation Kenneth Li Xiao Sun Zhirong Wu Fangyun Wei Stephen Lin 29 2 0 22 Nov 2021
CoReS: Compatible Representations via Stationarity Niccoló Biondi F. Pernici Matteo Bruni A. Bimbo OOD 29 9 0 15 Nov 2021
On the Equivalence between Neural Network and Support Vector Machine Yilan Chen Wei Huang Lam M. Nguyen Tsui-Wei Weng AAML 25 18 0 11 Nov 2021
Label-Aware Distribution Calibration for Long-tailed Classification Chaozheng Wang Shuzheng Gao Cuiyun Gao Pengyun Wang Wenjie Pei Lujia Pan Zenglin Xu 32 20 0 09 Nov 2021
IBERT: Idiom Cloze-style reading comprehension with Attention Ruiyang Qin Haozheng Luo Zheheng Fan Ziang Ren AIMat 23 10 0 05 Nov 2021
Iterative Teaching by Label Synthesis Weiyang Liu Zhen Liu Hanchen Wang Liam Paull Bernhard Schölkopf Adrian Weller 50 16 0 27 Oct 2021
Evidential Softmax for Sparse Multimodal Distributions in Deep Generative Models Phil Chen Masha Itkina Ransalu Senanayake Mykel J. Kochenderfer 41 6 0 27 Oct 2021
Improving Tail-Class Representation with Centroid Contrastive Learning A. M. H. Tiong Junnan Li Guosheng Lin Boyang Albert Li Caiming Xiong Guosheng Lin VLM 31 13 0 19 Oct 2021
Fine-Grained Adversarial Semi-supervised Learning Daniele Mugnai F. Pernici F. Turchini A. Bimbo 30 8 0 12 Oct 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
Objects in Semantic Topology Shuo Yang Pei Sun Yi-Xin Jiang Xiaobo Xia Ruiheng Zhang Zehuan Yuan Changhu Wang Ping Luo Min Xu ObjD 89 29 0 06 Oct 2021
KNN-BERT: Fine-Tuning Pre-Trained Models with KNN Classifier Linyang Li Demin Song Ruotian Ma Xipeng Qiu Xuanjing Huang 29 21 0 06 Oct 2021
Rapid detection and recognition of whole brain activity in a freely behaving Caenorhabditis elegans Yuxiang Wu Shan Wu Xin Wang Chengtian Lang Quanshi Zhang Quan Wen Tianqi Xu 18 8 0 22 Sep 2021
Improving Deep Metric Learning by Divide and Conquer A. Sanakoyeu Pingchuan Ma Vadim Tschernezki Bjorn Ommer 37 14 0 09 Sep 2021
SetMargin Loss applied to Deep Keystroke Biometrics with Circle Packing Interpretation Aythami Morales Julian Fierrez A. Acien Ruben Tolosana Ignacio Serna 26 20 0 02 Sep 2021
End2End Occluded Face Recognition by Masking Corrupted Features Haibo Qiu Dihong Gong Zhifeng Li Wei Liu Dacheng Tao CVBM 25 81 0 21 Aug 2021
SynFace: Face Recognition with Synthetic Data Haibo Qiu Baosheng Yu Dihong Gong Zhifeng Li Wei Liu Dacheng Tao 27 124 0 18 Aug 2021
Escaping the Gradient Vanishing: Periodic Alternatives of Softmax in Attention Mechanism Shulun Wang Bin Liu Feng Liu 25 16 0 16 Aug 2021
A Low Rank Promoting Prior for Unsupervised Contrastive Learning Yu Wang Jingyang Lin Qi Cai Yingwei Pan Ting Yao Hongyang Chao Tao Mei SSL 38 16 0 05 Aug 2021
SphereFace2: Binary Classification is All You Need for Deep Face Recognition Yandong Wen Weiyang Liu Adrian Weller Bhiksha Raj Rita Singh CVBM MQ 24 53 0 03 Aug 2021
Predicting Disease Progress with Imprecise Lab Test Results Mei Wang Jianwen Su Zhi-kai Lin 10 0 0 08 Jul 2021
Deep Learning for Micro-expression Recognition: A Survey Yante Li Jinsheng Wei Yang Liu Janne Kauttonen Guoying Zhao 38 61 0 06 Jul 2021
Distance-based Hyperspherical Classification for Multi-source Open-Set Domain Adaptation S. Bucci Francesco Cappio Borlino Barbara Caputo Tatiana Tommasi VLM 35 14 0 05 Jul 2021
AutoLoss: Automated Loss Function Search in Recommendations Xiangyu Zhao Haochen Liu Wenqi Fan Hui Liu Jiliang Tang Chong Wang 30 60 0 12 Jun 2021
Dynamic Class Queue for Large Scale Face Recognition In the Wild Bi Li Teng Xi Gang Zhang Haocheng Feng Junyu Han Jingtuo Liu Errui Ding Wenyu Liu CVBM 29 25 0 24 May 2021
Adaptive Logit Adjustment Loss for Long-Tailed Visual Recognition Yan Zhao Weicong Chen Xu Tan Kai Huang Jihong Zhu 33 56 0 13 Apr 2021
FACESEC: A Fine-grained Robustness Evaluation Framework for Face Recognition Systems Liang Tong Zhengzhang Chen Jingchao Ni Wei Cheng Dongjin Song Haifeng Chen Yevgeniy Vorobeychik CVBM AAML 32 19 0 08 Apr 2021
IronMask: Modular Architecture for Protecting Deep Face Template Sunpill Kim Yun-Su Jeong Jinsu Kim Jungkon Kim H. Lee Jae Hong Seo CVBM 38 12 0 06 Apr 2021
Contrastive Learning based Hybrid Networks for Long-Tailed Image Classification Peng Wang Kai Han Xiu-Shen Wei Lei Zhang Lei Wang SSL 35 233 0 26 Mar 2021