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Smart Mining for Deep Metric Learning

5 April 2017

Papers citing "Smart Mining for Deep Metric Learning"

20 / 20 papers shown

Title
ELIP: Enhanced Visual-Language Foundation Models for Image Retrieval Guanqi Zhan Yuanpei Liu Kai Han Weidi Xie Andrew Zisserman VLM 518 0 0 21 Feb 2025
Potential Field Based Deep Metric Learning Shubhang Bhatnagar Narendra Ahuja 119 1 0 28 May 2024
OpenGAN: Open Set Generative Adversarial Networks Luke Ditria Benjamin J. Meyer Tom Drummond VLM AI4CE GAN 109 21 0 18 Mar 2020
In Defense of the Triplet Loss for Person Re-Identification Alexander Hermans Lucas Beyer Bastian Leibe DML 120 3,213 0 22 Mar 2017
No Fuss Distance Metric Learning using Proxies Yair Movshovitz-Attias Alexander Toshev Thomas Leung Sergey Ioffe Saurabh Singh 93 643 0 21 Mar 2017
Deep Metric Learning via Facility Location Hyun Oh Song Stefanie Jegelka V. Rathod Kevin Patrick Murphy 71 23 0 05 Dec 2016
Hard-Aware Deeply Cascaded Embedding Yuhui Yuan Kuiyuan Yang Chao Zhang 109 303 0 17 Nov 2016
Learning Deep Embeddings with Histogram Loss E. Ustinova Victor Lempitsky 122 351 0 02 Nov 2016
Training Region-based Object Detectors with Online Hard Example Mining Abhinav Shrivastava Abhinav Gupta Ross B. Girshick ObjD 157 2,422 0 12 Apr 2016
Fast Training of Triplet-based Deep Binary Embedding Networks Bohan Zhuang Guosheng Lin Chunhua Shen Ian Reid MQ 68 114 0 09 Mar 2016
Learning Local Image Descriptors with Deep Siamese and Triplet Convolutional Networks by Minimising Global Loss Functions B. V. Kumar G. Carneiro Ian Reid SSL 98 312 0 31 Dec 2015
Deep Metric Learning via Lifted Structured Feature Embedding Hyun Oh Song Yu Xiang Stefanie Jegelka Silvio Savarese FedML SSL DML 100 1,646 0 19 Nov 2015
Learning to Compare Image Patches via Convolutional Neural Networks Sergey Zagoruyko N. Komodakis SSL 96 1,436 0 14 Apr 2015
FaceNet: A Unified Embedding for Face Recognition and Clustering Florian Schroff Dmitry Kalenichenko James Philbin 3DH 391 13,172 0 12 Mar 2015
Learning Descriptors for Object Recognition and 3D Pose Estimation Paul Wohlhart Vincent Lepetit 59 449 0 20 Feb 2015
Deep metric learning using Triplet network Elad Hoffer Nir Ailon SSL DML 215 2,000 0 20 Dec 2014
Going Deeper with Convolutions Christian Szegedy Wei Liu Yangqing Jia P. Sermanet Scott E. Reed Dragomir Anguelov D. Erhan Vincent Vanhoucke Andrew Rabinovich 496 43,717 0 17 Sep 2014
Discriminative Unsupervised Feature Learning with Exemplar Convolutional Neural Networks Alexey Dosovitskiy Philipp Fischer Jost Tobias Springenberg Martin Riedmiller Thomas Brox OOD SSL 108 1,025 0 26 Jun 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 120 1,318 0 17 Apr 2014
Descriptor learning for omnidirectional image matching Jonathan Masci D. Migliore M. Bronstein Jürgen Schmidhuber 102 29 0 29 Dec 2011