Deep Metric Learning Meets Deep Clustering: An Novel Unsupervised
Approach for Feature Embedding

Deep Metric Learning Meets Deep Clustering: An Novel Unsupervised Approach for Feature Embedding

9 September 2020

Binh Duc Nguyen

Quang-Dieu Tran

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Papers citing "Deep Metric Learning Meets Deep Clustering: An Novel Unsupervised Approach for Feature Embedding"

13 / 13 papers shown

Title
Unsupervised Embedding Learning via Invariant and Spreading Instance Feature Mang Ye Xu-Yao Zhang PongChi Yuen Shih-Fu Chang SSL 97 581 0 06 Apr 2019
Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination Zhirong Wu Yuanjun Xiong Stella X. Yu Dahua Lin SSL 179 3,466 0 05 May 2018
Mining on Manifolds: Metric Learning without Labels Ahmet Iscen Giorgos Tolias Yannis Avrithis Ondřej Chum SSL 72 114 0 29 Mar 2018
Beyond triplet loss: a deep quadruplet network for person re-identification Weihua Chen Xiaotang Chen Jianguo Zhang Kaiqi Huang 87 1,140 0 06 Apr 2017
Smart Mining for Deep Metric Learning Ben Harwood B. V. Kumar G. Carneiro Ian Reid Tom Drummond 66 350 0 05 Apr 2017
L2-constrained Softmax Loss for Discriminative Face Verification Rajeev Ranjan Carlos D. Castillo Rama Chellappa CVBM 96 454 0 28 Mar 2017
No Fuss Distance Metric Learning using Proxies Yair Movshovitz-Attias Alexander Toshev Thomas Leung Sergey Ioffe Saurabh Singh 89 642 0 21 Mar 2017
Learning Deep Embeddings with Histogram Loss E. Ustinova Victor Lempitsky 114 351 0 02 Nov 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
Learning to Compare Image Patches via Convolutional Neural Networks Sergey Zagoruyko N. Komodakis SSL 92 1,436 0 14 Apr 2015
FaceNet: A Unified Embedding for Face Recognition and Clustering Florian Schroff Dmitry Kalenichenko James Philbin 3DH 388 13,145 0 12 Mar 2015
Learning Descriptors for Object Recognition and 3D Pose Estimation Paul Wohlhart Vincent Lepetit 57 448 0 20 Feb 2015
Factors of Transferability for a Generic ConvNet Representation Hossein Azizpour A. Razavian Josephine Sullivan A. Maki S. Carlsson 73 421 0 22 Jun 2014

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