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
MoDE: Mixture of Diffusion Experts for Any Occluded Face Recognition Qiannan Fan Zhuoyang Li Jitong Li Chenyang Cao DiffM 45 0 0 07 May 2025
SphOR: A Representation Learning Perspective on Open-set Recognition for Identifying Unknown Classes in Deep Learning Models Nadarasar Bahavan Sachith Seneviratne Saman K. Halgamuge BDL 45 0 0 11 Mar 2025
Large Margin Discriminative Loss for Classification Hai-Vy Nguyen Fabrice Gamboa Sixin Zhang Reda Chhaibi Serge Gratton Thierry Giaccone 43 0 0 20 Feb 2025
A Hybrid Cross-Stage Coordination Pre-ranking Model for Online Recommendation Systems Binglei Zhao Houying Qi Guang Xu Mian Ma Xiwei Zhao Feng Mei Sulong Xu Jinghe Hu 57 0 0 17 Feb 2025
Network evasion detection with Bi-LSTM model Kehua Chen Jingping Jia 33 0 0 15 Feb 2025
FRoundation: Are Foundation Models Ready for Face Recognition? Tahar Chettaoui Naser Damer Fadi Boutros CVBM 41 5 0 31 Oct 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
Towards Robust Few-shot Class Incremental Learning in Audio Classification using Contrastive Representation Riyansha Singh Parinita Nema V. Kurmi CLL 40 1 0 27 Jul 2024
Effective-LDAM: An Effective Loss Function To Mitigate Data Imbalance for Robust Chest X-Ray Disease Classification S. SreeRamaVamsidhar Bhargava Satya Rama Krishna Sai Subrahmanyam Gorthi 25 1 0 06 Jul 2024
Coding for Intelligence from the Perspective of Category Wenhan Yang Zixuan Hu Lilang Lin Jiaying Liu Ling-Yu Duan AI4CE 56 1 0 01 Jul 2024
Hybrid-Parallel: Achieving High Performance and Energy Efficient Distributed Inference on Robots Zekai Sun Xiuxian Guan Junming Wang Haoze Song Yuhao Qing Tianxiang Shen Dong Huang Fangming Liu Heming Cui 34 0 0 29 May 2024
Improving Gloss-free Sign Language Translation by Reducing Representation Density Jinhui Ye Xing Wang Wenxiang Jiao Junwei Liang Hui Xiong 49 6 0 23 May 2024
EarthLoc: Astronaut Photography Localization by Indexing Earth from Space Gabriele Berton Alex Stoken Barbara Caputo Carlo Masone 37 3 0 11 Mar 2024
CLCE: An Approach to Refining Cross-Entropy and Contrastive Learning for Optimized Learning Fusion Zijun Long George Killick Lipeng Zhuang Gerardo Aragon Camarasa Zaiqiao Meng R. McCreadie VLM 50 2 0 22 Feb 2024
Multi-class Support Vector Machine with Maximizing Minimum Margin Feiping Nie Zhezheng Hao Rong Wang 42 13 0 11 Dec 2023
Retrofitting Light-weight Language Models for Emotions using Supervised Contrastive Learning Sapan Shah Sreedhar Reddy Pushpak Bhattacharyya 15 0 0 29 Oct 2023
CoNe: Contrast Your Neighbours for Supervised Image Classification Mingkai Zheng Shan You Lang Huang Xiu Su Fei Wang Chao Qian Xiaogang Wang Chang Xu VLM 26 0 0 21 Aug 2023
Information Theory-Guided Heuristic Progressive Multi-View Coding Jiangmeng Li Hang Gao Wenwen Qiang Changwen Zheng 22 2 0 21 Aug 2023
Enlarged Large Margin Loss for Imbalanced Classification S. Kato Kazuhiro Hotta 31 1 0 15 Jun 2023
A comprehensive theoretical framework for the optimization of neural networks classification performance with respect to weighted metrics Francesco Marchetti Sabrina Guastavino C. Campi F. Benvenuto Michele Piana 21 1 0 22 May 2023
Instance-Variant Loss with Gaussian RBF Kernel for 3D Cross-modal Retriveal Zhitao Liu Zengyu Liu Jiwei Wei Guan Wang Zhenjiang Du Ning Xie H. Shen 29 2 0 07 May 2023
Feature-compatible Progressive Learning for Video Copy Detection Wenhao Wang Yifan Sun Yi Yang 25 3 0 20 Apr 2023
Explanation of Face Recognition via Saliency Maps Yuhang Lu Touradj Ebrahimi XAI CVBM 13 3 0 12 Apr 2023
Few-shot Class-incremental Learning for Cross-domain Disease Classification Han Yang Weijian Huang Jiarun Liu Cheng Li Shanshan Wang CLL 34 4 0 12 Apr 2023
Generalizing and Decoupling Neural Collapse via Hyperspherical Uniformity Gap Weiyang Liu L. Yu Adrian Weller Bernhard Schölkopf 37 18 0 11 Mar 2023
Neural networks for learning personality traits from natural language Giorgia Adorni GNN 19 0 0 23 Feb 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
Long-tail Detection with Effective Class-Margins Jang Hyun Cho Philipp Krahenbuhl 38 17 0 23 Jan 2023
Hyperspherical Quantization: Toward Smaller and More Accurate Models Dan Liu X. Chen Chen Ma Xue Liu MQ 30 3 0 24 Dec 2022
A Machine Learning Enhanced Approach for Automated Sunquake Detection in Acoustic Emission Maps Vanessa Mercea A. Paraschiv D. Lacatus A. Marginean D. Besliu-Ionescu 33 4 0 13 Dec 2022
Leveraging Angular Information Between Feature and Classifier for Long-tailed Learning: A Prediction Reformulation Approach Haoxu Wang Junchi Yan 26 1 0 03 Dec 2022
Part-based Face Recognition with Vision Transformers Zhonglin Sun Georgios Tzimiropoulos ViT 28 15 0 30 Nov 2022
Similarity Distribution based Membership Inference Attack on Person Re-identification Junyao Gao Xinyang Jiang Huishuai Zhang Yifan Yang Shuguang Dou Dongsheng Li Duoqian Miao Cheng Deng Cairong Zhao 25 7 0 29 Nov 2022
The Best of Both Worlds: a Framework for Combining Degradation Prediction with High Performance Super-Resolution Networks Matthew Aquilina Keith George Ciantar Christian Galea K. Camilleri R. Farrugia J. Abela 23 0 0 09 Nov 2022
Speaker Representation Learning via Contrastive Loss with Maximal Speaker Separability Zhe Li Man-Wai Mak SSL 26 6 0 29 Oct 2022
LESS: Label-Efficient Semantic Segmentation for LiDAR Point Clouds Minghua Liu Yin Zhou C. Qi Boqing Gong Hao Su Drago Anguelov 3DPC 45 55 0 14 Oct 2022
Continual Learning by Modeling Intra-Class Variation L. Yu Tianyang Hu Lanqing Hong Zhen Liu Adrian Weller Weiyang Liu CLL 56 12 0 11 Oct 2022
Boosting Adversarial Robustness From The Perspective of Effective Margin Regularization Ziquan Liu Antoni B. Chan AAML 33 5 0 11 Oct 2022
Coded Residual Transform for Generalizable Deep Metric Learning Shichao Kan Yixiong Liang Min Li Yigang Cen Jianxin Wang Z. He 34 3 0 09 Oct 2022
GMMSeg: Gaussian Mixture based Generative Semantic Segmentation Models Chen Liang Wenguan Wang Jiaxu Miao Yi Yang VLM 41 117 0 05 Oct 2022
Are All Losses Created Equal: A Neural Collapse Perspective Jinxin Zhou Chong You Xiao Li Kangning Liu Sheng Liu Qing Qu Zhihui Zhu 41 59 0 04 Oct 2022
Neural Collapse with Normalized Features: A Geometric Analysis over the Riemannian Manifold Can Yaras Peng Wang Zhihui Zhu Laura Balzano Qing Qu 25 42 0 19 Sep 2022
Landmark Tracking in Liver US images Using Cascade Convolutional Neural Networks with Long Short-Term Memory Yupei Zhang X. Dai Zhen Tian Y. Lei Jacob F. Wynne P. Patel Yue Chen Tian Liu Xiaofeng Yang MedIm 37 11 0 14 Sep 2022
Class-Level Logit Perturbation Mengyang Li Fengguang Su O. Wu Tianjin University AAML 31 3 0 13 Sep 2022
Class-Specific Channel Attention for Few-Shot Learning Ying-Cong Chen J. Hsieh Ming-Ching Chang 24 0 0 03 Sep 2022
Distilling Facial Knowledge With Teacher-Tasks: Semantic-Segmentation-Features For Pose-Invariant Face-Recognition Ali Hassani Zaid A. El Shair Rafi Ud Daula Refat Hafiz Malik CVBM 33 1 0 02 Sep 2022
SubFace: Learning with Softmax Approximation for Face Recognition Hongwei Xu Suncheng Xiang Xiaobo Li CVBM 25 1 0 24 Aug 2022
Mere Contrastive Learning for Cross-Domain Sentiment Analysis Yun Luo Fang Guo Zihan Liu Yue Zhang 39 15 0 18 Aug 2022
Subtype-Aware Dynamic Unsupervised Domain Adaptation Xiaofeng Liu Fangxu Xing Jane You Jun Lu C.-C. Jay Kuo G. El Fakhri Jonghye Woo OOD 39 6 0 16 Aug 2022
On Mitigating Hard Clusters for Face Clustering Yingjie Chen Huasong Zhong Chong Chen Chen Shen Jianqiang Huang Tao Wang Yun Liang Qianru Sun CVBM 33 12 0 25 Jul 2022