Hardness-Aware Deep Metric Learning

13 March 2019

Jie Zhou

Papers citing "Hardness-Aware Deep Metric Learning"

24 / 24 papers shown

Title
Relational Representation Learning Network for Cross-Spectral Image Patch Matching Chuan Yu Yunpeng Liu Jinmiao Zhao Dou Quan Zelin Shi Xiangyu Yue ViT 66 0 0 18 Mar 2024
Deep Metric Learning with Hierarchical Triplet Loss Weifeng Ge Weilin Huang Dengke Dong Matthew R. Scott 150 413 0 16 Oct 2018
Deep Randomized Ensembles for Metric Learning Hong Xuan Richard Souvenir Robert Pless UQCV OOD 72 102 0 13 Aug 2018
Hard-Aware Point-to-Set Deep Metric for Person Re-identification Rui Yu Zhiyong Dou S. Bai Zhaoxiang Zhang Yongchao Xu X. Bai 61 139 0 30 Jul 2018
Attention-based Ensemble for Deep Metric Learning Wonsik Kim Bhavya Goyal Kunal Chawla Jungmin Lee Keunjoo Kwon FedML 68 227 0 02 Apr 2018
Deep Metric Learning with Angular Loss Jian Wang Feng Zhou Shilei Wen Xiao-Chang Liu Yuanqing Lin DML 70 505 0 04 Aug 2017
Sampling Matters in Deep Embedding Learning Chaoxia Wu R. Manmatha Alex Smola Philipp Krahenbuhl 92 922 0 23 Jun 2017
Revisiting IM2GPS in the Deep Learning Era Nam N. Vo Nathan Jacobs James Hays 58 116 0 13 May 2017
Deep Unsupervised Similarity Learning using Partially Ordered Sets Miguel Angel Bautista A. Sanakoyeu Bjorn Ommer DRL SSL 43 28 0 07 Apr 2017
Beyond triplet loss: a deep quadruplet network for person re-identification Weihua Chen Xiaotang Chen Jianguo Zhang Kaiqi Huang 82 1,140 0 06 Apr 2017
Smart Mining for Deep Metric Learning Ben Harwood B. V. Kumar G. Carneiro Ian Reid Tom Drummond 55 350 0 05 Apr 2017
No Fuss Distance Metric Learning using Proxies Yair Movshovitz-Attias Alexander Toshev Thomas Leung Sergey Ioffe Saurabh Singh 83 640 0 21 Mar 2017
Hard-Aware Deeply Cascaded Embedding Yuhui Yuan Kuiyuan Yang Chao Zhang 79 302 0 17 Nov 2016
Learning Deep Embeddings with Histogram Loss E. Ustinova Victor Lempitsky 101 351 0 02 Nov 2016
Embedding Deep Metric for Person Re-identication A Study Against Large Variations Hailin Shi Yang Yang Xiangyu Zhu Tianran Ouyang Zhen Lei Weishi Zheng Stan Z. Li 61 308 0 01 Nov 2016
Local Similarity-Aware Deep Feature Embedding Chen Huang Chen Change Loy Xiaoou Tang 61 175 0 27 Oct 2016
Localizing and Orienting Street Views Using Overhead Imagery Nam N. Vo James Hays 61 247 0 30 Jul 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.9K 193,426 0 10 Dec 2015
Deep Metric Learning via Lifted Structured Feature Embedding Hyun Oh Song Yu Xiang Stefanie Jegelka Silvio Savarese FedML SSL DML 89 1,641 0 19 Nov 2015
FaceNet: A Unified Embedding for Face Recognition and Clustering Florian Schroff Dmitry Kalenichenko James Philbin 3DH 336 13,123 0 12 Mar 2015
Going Deeper with Convolutions Christian Szegedy Wei Liu Yangqing Jia P. Sermanet Scott E. Reed Dragomir Anguelov D. Erhan Vincent Vanhoucke Andrew Rabinovich 403 43,589 0 17 Sep 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.4K 100,213 0 04 Sep 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 1.5K 39,472 0 01 Sep 2014
Learning Fine-grained Image Similarity with Deep Ranking Jiang Wang Yang Song Thomas Leung C. Rosenberg Jingbin Wang James Philbin Bo Chen Ying Nian Wu SSL 103 1,317 0 17 Apr 2014