Classification is a Strong Baseline for Deep Metric Learning

v1v2 (latest)

Classification is a Strong Baseline for Deep Metric Learning

30 November 2018

ArXiv (abs)PDF HTML

Papers citing "Classification is a Strong Baseline for Deep Metric Learning"

12 / 12 papers shown

Title
Visual Search at Alibaba Yanhao Zhang Pan Pan Yun Zheng Kang Zhao Yingya Zhang Xiaofeng Ren Rong Jin VLM 94 124 0 09 Feb 2021
Deep Metric Learning with Hierarchical Triplet Loss Weifeng Ge Weilin Huang Dengke Dong Matthew R. Scott 174 413 0 16 Oct 2018
Attention-based Ensemble for Deep Metric Learning Wonsik Kim Bhavya Goyal Kunal Chawla Jungmin Lee Keunjoo Kwon FedML 81 227 0 02 Apr 2018
Deep Metric Learning with BIER: Boosting Independent Embeddings Robustly M. Opitz Georg Waltner Horst Possegger Horst Bischof FedML OOD 88 166 0 15 Jan 2018
Sampling Matters in Deep Embedding Learning Chaoxia Wu R. Manmatha Alex Smola Philipp Krahenbuhl 117 923 0 23 Jun 2017
No Fuss Distance Metric Learning using Proxies Yair Movshovitz-Attias Alexander Toshev Thomas Leung Sergey Ioffe Saurabh Singh 91 642 0 21 Mar 2017
Hard-Aware Deeply Cascaded Embedding Yuhui Yuan Kuiyuan Yang Chao Zhang 106 302 0 17 Nov 2016
Learning Deep Embeddings with Histogram Loss E. Ustinova Victor Lempitsky 117 351 0 02 Nov 2016
Layer Normalization Jimmy Lei Ba J. Kiros Geoffrey E. Hinton 432 10,531 0 21 Jul 2016
Deep Metric Learning via Lifted Structured Feature Embedding Hyun Oh Song Yu Xiang Stefanie Jegelka Silvio Savarese FedML SSL DML 97 1,643 0 19 Nov 2015
FaceNet: A Unified Embedding for Face Recognition and Clustering Florian Schroff Dmitry Kalenichenko James Philbin 3DH 389 13,145 0 12 Mar 2015
Caffe: Convolutional Architecture for Fast Feature Embedding Yangqing Jia Evan Shelhamer Jeff Donahue Sergey Karayev Jonathan Long Ross B. Girshick S. Guadarrama Trevor Darrell VLM BDL 3DV 280 14,712 0 20 Jun 2014