Deep Metric Learning with Angular Loss

4 August 2017

Papers citing "Deep Metric Learning with Angular Loss"

50 / 64 papers shown

Title
Privacy-Preserving Biometric Verification with Handwritten Random Digit String Peirong Zhang Y. Liu Songxuan Lai Hongliang Li Lianwen Jin 63 2 0 17 Mar 2025
YOLO11-JDE: Fast and Accurate Multi-Object Tracking with Self-Supervised Re-ID Iñaki Erregue Kamal Nasrollahi Sergio Escalera VOT 59 0 0 23 Jan 2025
Advancing Brainwave-Based Biometrics: A Large-Scale, Multi-Session Evaluation Matin Fallahi Patricia Arias-Cabarcos Thorsten Strufe 36 0 0 14 Jan 2025
Towards Fine-Grained Webpage Fingerprinting at Scale Xiyuan Zhao Xinhao Deng Qi Li Yunpeng Liu Zhuotao Liu Kun Sun Ke Xu 29 2 0 06 Sep 2024
Improved Diversity-Promoting Collaborative Metric Learning for Recommendation Shilong Bao Qianqian Xu Zhiyong Yang Yuan He Xiaochun Cao Qingming Huang 45 5 0 02 Sep 2024
Understanding Hyperbolic Metric Learning through Hard Negative Sampling Yun Yue Fangzhou Lin Guanyi Mou Ziming Zhang SSL 30 1 0 23 Apr 2024
Collapse-Aware Triplet Decoupling for Adversarially Robust Image Retrieval Qiwei Tian Chenhao Lin Zhengyu Zhao Qian Li Chao Shen 21 2 0 12 Dec 2023
Coloring Deep CNN Layers with Activation Hue Loss Louis-Franccois Bouchard Mohsen Ben Lazreg Matthew Toews LLMSV 16 0 0 05 Oct 2023
Coarse-to-Fine: Learning Compact Discriminative Representation for Single-Stage Image Retrieval Yunquan Zhu Xinkai Gao Bo Ke Ruizhi Qiao Xing Sun 18 4 0 08 Aug 2023
A metric learning approach for endoscopic kidney stone identification Jorge Gonzalez-Zapata F. Lopez-Tiro Elias Villalvazo-Avila Daniel Flores-Araiza Jacques Hubert Andres Mendez-Vazquez G. Ochoa-Ruiz C. Daul 28 4 0 13 Jul 2023
Learning Generalized Hybrid Proximity Representation for Image Recognition Zhiyuan Li Anca L. Ralescu 21 3 0 31 Jan 2023
Supervised Contrastive Prototype Learning: Augmentation Free Robust Neural Network Iordanis Fostiropoulos Laurent Itti 26 1 0 26 Nov 2022
Learning Deep Optimal Embeddings with Sinkhorn Divergences S. Roy Yan Han Mehrtash Harandi L. Petersson 17 0 0 14 Sep 2022
Semi-supervised Crowd Counting via Density Agency Hui Lin Zhiheng Ma Xiaopeng Hong Yao Wang Zhou Su OT 23 29 0 07 Sep 2022
Attention-based Dynamic Subspace Learners for Medical Image Analysis V. SukeshAdiga Jose Dolz H. Lombaert 18 1 0 18 Jun 2022
U(1) Symmetry-breaking Observed in Generic CNN Bottleneck Layers Louis-Franccois Bouchard Mohsen Ben Lazreg Matthew Toews 19 0 0 05 Jun 2022
A Model or 603 Exemplars: Towards Memory-Efficient Class-Incremental Learning Da-Wei Zhou Qiwen Wang Han-Jia Ye De-Chuan Zhan 21 122 0 26 May 2022
The Group Loss++: A deeper look into group loss for deep metric learning Ismail Elezi Jenny Seidenschwarz Laurin Wagner Sebastiano Vascon Alessandro Torcinovich Marcello Pelillo Laura Leal-Taixe 24 12 0 04 Apr 2022
Attributable Visual Similarity Learning Borui Zhang Wenzhao Zheng Jie Zhou Jiwen Lu 19 17 0 28 Mar 2022
Is Fairness Only Metric Deep? Evaluating and Addressing Subgroup Gaps in Deep Metric Learning Natalie Dullerud Karsten Roth Kimia Hamidieh Nicolas Papernot Marzyeh Ghassemi 24 15 0 23 Mar 2022
Cluster Head Detection for Hierarchical UAV Swarm With Graph Self-supervised Learning Zhiyu Mou J. Liu Xiang Yun F. Gao Qi-hui Wu 28 2 0 08 Mar 2022
Where Does the Performance Improvement Come From? -- A Reproducibility Concern about Image-Text Retrieval Jun Rao Fei-Yue Wang Liang Ding Shuhan Qi Yibing Zhan Weifeng Liu Dacheng Tao OOD 34 28 0 08 Mar 2022
STUN: Self-Teaching Uncertainty Estimation for Place Recognition Kaiwen Cai Chris Xiaoxuan Lu Xiaowei Huang 21 11 0 03 Mar 2022
HSADML: Hyper-Sphere Angular Deep Metric based Learning for Brain Tumor Classification Aman Verma V. Singh 11 3 0 28 Jan 2022
Basket-based Softmax Qiang Meng Xinqian Gu Xiaqing Xu F. Zhou 17 2 0 23 Jan 2022
Graph attentive feature aggregation for text-independent speaker verification Hye-jin Shim Ju-Sung Heo Jae-han Park Gareth Lee Ha-Jin Yu 35 16 0 23 Dec 2021
Modality-Aware Triplet Hard Mining for Zero-shot Sketch-Based Image Retrieval Zongheng Huang YiFan Sun Chuchu Han Changxin Gao Nong Sang 30 6 0 15 Dec 2021
QMagFace: Simple and Accurate Quality-Aware Face Recognition Philipp Terhörst Malte Ihlefeld Marco Huber Naser Damer Florian Kirchbuchner Kiran Raja Arjan Kuijper CVBM 24 52 0 26 Nov 2021
Improving Deep Metric Learning by Divide and Conquer A. Sanakoyeu Pingchuan Ma Vadim Tschernezki Bjorn Ommer 24 14 0 09 Sep 2021
Recall@k Surrogate Loss with Large Batches and Similarity Mixup Yash J. Patel Giorgos Tolias Jirí Matas VLM 26 54 0 25 Aug 2021
Fine-grained Semantics-aware Representation Enhancement for Self-supervised Monocular Depth Estimation Hyun-Joo Jung Eunhyeok Park S. Yoo MDE 27 108 0 19 Aug 2021
DOLG: Single-Stage Image Retrieval with Deep Orthogonal Fusion of Local and Global Features Min Yang Dongliang He M. Fan Baorong Shi Xuetong Xue Fu Li Errui Ding Jizhou Huang 35 92 0 06 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 16 53 0 03 Aug 2021
Adaptive Affinity Loss and Erroneous Pseudo-Label Refinement for Weakly Supervised Semantic Segmentation Xiangrong Zhang Zelin Peng Peng Zhu Tianyang Zhang Chen Li Huiyu Zhou L. Jiao CLL 37 45 0 03 Aug 2021
Online Hashing with Similarity Learning Zhenyu Weng Yuesheng Zhu 14 0 0 04 Jul 2021
A Framework to Enhance Generalization of Deep Metric Learning methods using General Discriminative Feature Learning and Class Adversarial Neural Networks K. Al-Kaabi R. Monsefi Davood Zabihzadeh 28 8 0 11 Jun 2021
von Mises-Fisher Loss: An Exploration of Embedding Geometries for Supervised Learning Tyler R. Scott Andrew C. Gallagher Michael C. Mozer 20 38 0 29 Mar 2021
Learning Portrait Style Representations Sadat Shaik Bernadette Bucher Nephele Agrafiotis Stephen Phillips Kostas Daniilidis W. Schmenner 16 2 0 08 Dec 2020
Towards Improved and Interpretable Deep Metric Learning via Attentive Grouping Xinyi Xu Zhangyang Wang Cheng Deng Hao Yuan Shuiwang Ji FedML 19 14 0 17 Nov 2020
Smooth-AP: Smoothing the Path Towards Large-Scale Image Retrieval A. Brown Weidi Xie Vicky Kalogeiton Andrew Zisserman 41 163 0 23 Jul 2020
Deep multi-metric learning for text-independent speaker verification Jiwei Xu Xinggang Wang Bin Feng Wenyu Liu 41 25 0 17 Jul 2020
Contextualizing Enhances Gradient Based Meta Learning Evan Vogelbaum Rumen Dangovski L. Jing Marin Soljacic 28 3 0 17 Jul 2020
Robust Re-Identification by Multiple Views Knowledge Distillation Angelo Porrello Luca Bergamini Simone Calderara 24 65 0 08 Jul 2020
In defence of metric learning for speaker recognition Joon Son Chung Jaesung Huh Seongkyu Mun Minjae Lee Hee-Soo Heo Soyeon Choe Chiheon Ham Sung-Ye Jung Bong-Jin Lee Icksang Han 19 430 0 26 Mar 2020
A Metric Learning Reality Check Kevin Musgrave Serge J. Belongie Ser-Nam Lim 36 474 0 18 Mar 2020
Adaptive Semantic-Visual Tree for Hierarchical Embeddings Shuo Yang Wei Yu Ying Zheng H. Yao Tao Mei 33 16 0 08 Mar 2020
Informative Sample Mining Network for Multi-Domain Image-to-Image Translation Jie Cao Huaibo Huang Yi Li R. He Zhenan Sun 18 7 0 05 Jan 2020
Statistical Loss and Analysis for Deep Learning in Hyperspectral Image Classification Z. Gong P. Zhong Weidong Hu 14 49 0 28 Dec 2019
Deep Manifold Embedding for Hyperspectral Image Classification Z. Gong Weidong Hu Xiaoyong Du P. Zhong Panhe Hu 19 27 0 24 Dec 2019
A Simple and Effective Framework for Pairwise Deep Metric Learning Qi Qi Yan Yan Xiaoyu Wang Tianbao Yang 10 26 0 24 Dec 2019