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1611.00822
Cited By
Learning Deep Embeddings with Histogram Loss
2 November 2016
E. Ustinova
Victor Lempitsky
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Papers citing
"Learning Deep Embeddings with Histogram Loss"
50 / 159 papers shown
Title
A Theoretically Sound Upper Bound on the Triplet Loss for Improving the Efficiency of Deep Distance Metric Learning
Thanh-Toan Do
Toan M. Tran
Ian Reid
B. V. Kumar
Tuan Hoang
G. Carneiro
20
66
0
18 Apr 2019
Multi-Similarity Loss with General Pair Weighting for Deep Metric Learning
Xun Wang
Xintong Han
Weilin Huang
Dengke Dong
Matthew R. Scott
17
738
0
14 Apr 2019
Person Re-identification with Metric Learning using Privileged Information
Xun Yang
Hao Wu
Dacheng Tao
11
168
0
10 Apr 2019
Signal-to-Noise Ratio: A Robust Distance Metric for Deep Metric Learning
Tongtong Yuan
Weihong Deng
Jian Tang
Yinan Tang
Binghui Chen
9
71
0
04 Apr 2019
Hyperbolic Image Embeddings
Valentin Khrulkov
L. Mirvakhabova
E. Ustinova
Ivan V. Oseledets
Victor Lempitsky
14
282
0
03 Apr 2019
Hardness-Aware Deep Metric Learning
Wenzhao Zheng
Zhaodong Chen
Jiwen Lu
Jie Zhou
23
171
0
13 Mar 2019
Ranked List Loss for Deep Metric Learning
Xinshao Wang
Yang Hua
Elyor Kodirov
N. Robertson
26
246
0
08 Mar 2019
Multi-views Embedding for Cattle Re-identification
Luca Bergamini
Angelo Porrello
A. C. Dondona
Ercole Del Negro
M. Mattioli
N. D’Alterio
Simone Calderara
8
30
0
13 Feb 2019
Robust Angular Local Descriptor Learning
Yanwu Xu
Biwei Huang
Tongliang Liu
Kayhan Batmanghelich
Chaohui Wang
11
4
0
21 Jan 2019
Visualizing Deep Similarity Networks
Abby Stylianou
Richard Souvenir
Robert Pless
FAtt
15
55
0
02 Jan 2019
Deep Embedding using Bayesian Risk Minimization with Application to Sketch Recognition
Anand Mishra
A. Singh
BDL
UQCV
16
4
0
06 Dec 2018
Classification is a Strong Baseline for Deep Metric Learning
Andrew Zhai
Hao Wu
VLM
32
25
0
30 Nov 2018
Matchable Image Retrieval by Learning from Surface Reconstruction
Tianwei Shen
Zixin Luo
Lei Zhou
Runze Zhang
Siyu Zhu
Tian Fang
Long Quan
3DV
11
49
0
26 Nov 2018
Batch DropBlock Network for Person Re-identification and Beyond
Zuozhuo Dai
Mingqiang Chen
Xiaodong Gu
Siyu Zhu
Ping Tan
OOD
8
246
0
17 Nov 2018
Deep Metric Learning by Online Soft Mining and Class-Aware Attention
Xinshao Wang
Yang Hua
Elyor Kodirov
Guosheng Hu
N. Robertson
13
52
0
04 Nov 2018
Deep Metric Learning with Hierarchical Triplet Loss
Weifeng Ge
Weilin Huang
Dengke Dong
Matthew R. Scott
17
412
0
16 Oct 2018
Constructing Graph Node Embeddings via Discrimination of Similarity Distributions
Stanislav Tsepa
Maxim Panov
11
1
0
06 Oct 2018
Open-Ended Content-Style Recombination Via Leakage Filtering
Karl Ridgeway
Michael C. Mozer
DRL
VLM
14
2
0
28 Sep 2018
Automatic Dataset Annotation to Learn CNN Pore Description for Fingerprint Recognition
Gabriel Dahia
Maurício Pamplona Segundo
CVBM
11
5
0
26 Sep 2018
Heated-Up Softmax Embedding
Xu-Yao Zhang
Felix X. Yu
Svebor Karaman
Wei Zhang
Shih-Fu Chang
18
44
0
11 Sep 2018
Unsupervised Person Re-identification by Deep Learning Tracklet Association
Minxian Li
Xiatian Zhu
S. Gong
13
227
0
08 Sep 2018
Metric Learning for Novelty and Anomaly Detection
Marc Masana
Idoia Ruiz
J. Serrat
Joost van de Weijer
Antonio M. López
OODD
17
80
0
16 Aug 2018
Deep Randomized Ensembles for Metric Learning
Hong Xuan
Richard Souvenir
Robert Pless
UQCV
OOD
34
102
0
13 Aug 2018
Comparator Networks
Weidi Xie
Li Shen
Andrew Zisserman
CoGe
11
76
0
30 Jul 2018
Predicting Conversion of Mild Cognitive Impairments to Alzheimer's Disease and Exploring Impact of Neuroimaging
Yaroslav Shmulev
Mikhail Belyaev
MedIm
11
27
0
30 Jul 2018
From handcrafted to deep local features
G. Csurka
C. Dance
Martin Humenberger
13
23
0
26 Jul 2018
Discriminative Feature Learning with Foreground Attention for Person Re-Identification
Sanping Zhou
Jinjun Wang
Deyu Meng
Yudong Liang
Yihong Gong
N. Zheng
CVBM
13
60
0
04 Jul 2018
High Diversity Attribute Guided Face Generation with GANs
Evgeny Izutov
CVBM
GAN
16
0
0
28 Jun 2018
Adapted Deep Embeddings: A Synthesis of Methods for
k
k
k
-Shot Inductive Transfer Learning
Tyler R. Scott
Karl Ridgeway
Michael C. Mozer
16
84
0
22 May 2018
An Evaluation of Deep CNN Baselines for Scene-Independent Person Re-Identification
P. Marchwica
Michael Jamieson
P. Siva
3DPC
BDL
22
6
0
16 May 2018
On Learning Associations of Faces and Voices
Changil Kim
Hijung Valentina Shin
Tae-Hyun Oh
Alexandre Kaspar
Mohamed A. Elgharib
Wojciech Matusik
CVBM
6
83
0
15 May 2018
Imbalanced Deep Learning by Minority Class Incremental Rectification
Qi Dong
S. Gong
Xiatian Zhu
19
325
0
28 Apr 2018
Local Descriptors Optimized for Average Precision
Kun He
Yan Lu
Stan Sclaroff
6
193
0
15 Apr 2018
Attention-based Ensemble for Deep Metric Learning
Wonsik Kim
Bhavya Goyal
Kunal Chawla
Jungmin Lee
Keunjoo Kwon
FedML
17
226
0
02 Apr 2018
Learning Beyond Human Expertise with Generative Models for Dental Restorations
Jyh-Jing Hwang
S. Azernikov
Alexei A. Efros
Stella X. Yu
MedIm
14
33
0
30 Mar 2018
Learning View-Specific Deep Networks for Person Re-Identification
Zhanxiang Feng
Jianhuang Lai
Xiaohua Xie
25
64
0
30 Mar 2018
Mining on Manifolds: Metric Learning without Labels
Ahmet Iscen
Giorgos Tolias
Yannis Avrithis
Ondřej Chum
SSL
16
114
0
29 Mar 2018
Unsupervised Cross-dataset Person Re-identification by Transfer Learning of Spatial-Temporal Patterns
Jianming Lv
Weihang Chen
Qing Li
Can Yang
12
178
0
20 Mar 2018
Hashing with Mutual Information
Fatih Çakir
Kun He
Sarah Adel Bargal
Stan Sclaroff
SSL
16
99
0
02 Mar 2018
Multi-Observation Regression
Rafael M. Frongillo
Nishant A. Mehta
Tom Morgan
Bo Waggoner
OOD
11
1
0
27 Feb 2018
Learning Deep Disentangled Embeddings with the F-Statistic Loss
Karl Ridgeway
Michael C. Mozer
FedML
DRL
CoGe
14
216
0
14 Feb 2018
Deep Metric Learning with BIER: Boosting Independent Embeddings Robustly
M. Opitz
Georg Waltner
Horst Possegger
Horst Bischof
FedML
OOD
32
166
0
15 Jan 2018
Class Rectification Hard Mining for Imbalanced Deep Learning
Qi Dong
S. Gong
Xiatian Zhu
11
197
0
08 Dec 2017
Learning Compact Geometric Features
Marc Khoury
Qian-Yi Zhou
V. Koltun
3DPC
40
198
0
15 Sep 2017
Learning Spread-out Local Feature Descriptors
Xu-Yao Zhang
Felix X. Yu
Sanjiv Kumar
Shih-Fu Chang
9
141
0
21 Aug 2017
Deep Metric Learning with Angular Loss
Jian Wang
Feng Zhou
Shilei Wen
Xiao-Chang Liu
Yuanqing Lin
DML
24
500
0
04 Aug 2017
Scalable and Effective Deep CCA via Soft Decorrelation
Xiaobin Chang
Tao Xiang
Timothy M. Hospedales
19
3
0
30 Jul 2017
Deep Reinforcement Learning Attention Selection for Person Re-Identification
Xu Lan
Hanxiao Wang
S. Gong
Xiatian Zhu
16
6
0
10 Jul 2017
Sampling Matters in Deep Embedding Learning
Chaoxia Wu
R. Manmatha
Alex Smola
Philipp Krahenbuhl
25
919
0
23 Jun 2017
Deep Adaptive Feature Embedding with Local Sample Distributions for Person Re-identification
Lin Wu
Yang Wang
Junbin Gao
Xue Li
18
162
0
10 Jun 2017
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