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1503.03832
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FaceNet: A Unified Embedding for Face Recognition and Clustering

v1v2v3 (latest)

FaceNet: A Unified Embedding for Face Recognition and Clustering

12 March 2015

Florian Schroff

Dmitry Kalenichenko

ArXiv (abs)PDF HTML

Papers citing "FaceNet: A Unified Embedding for Face Recognition and Clustering"

50 / 4,420 papers shown

Deep Attributes Driven Multi-Camera Person Re-identification

Deep Attributes Driven Multi-Camera Person Re-identification

243

416

0

11 May 2016

Unconstrained Still/Video-Based Face Verification with Deep
Convolutional Neural Networks

Unconstrained Still/Video-Based Face Verification with Deep Convolutional Neural Networks

Swami Sankaranarayanan

Vishal M. Patel

Carlos D. Castillo

313

102

0

09 May 2016

Convolutional Neural Networks for Attribute-based Active Authentication
on Mobile Devices

Convolutional Neural Networks for Attribute-based Active Authentication on Mobile Devices

Pouya Samangouei

181

35

0

29 Apr 2016

Learning Deep Feature Representations with Domain Guided Dropout for
Person Re-identification

Learning Deep Feature Representations with Domain Guided Dropout for Person Re-identification

Wanli Ouyang

206

993

0

26 Apr 2016

Multi-Fold Gabor, PCA and ICA Filter Convolution Descriptor for Face
Recognition

Multi-Fold Gabor, PCA and ICA Filter Convolution Descriptor for Face Recognition

Andrew Beng Jin Teoh

199

55

0

24 Apr 2016

Convolutional Two-Stream Network Fusion for Video Action Recognition

Convolutional Two-Stream Network Fusion for Video Action Recognition

Christoph Feichtenhofer

Andrew Zisserman

399

2,734

0

22 Apr 2016

Walk and Learn: Facial Attribute Representation Learning from Egocentric
Video and Contextual Data

Walk and Learn: Facial Attribute Representation Learning from Egocentric Video and Contextual Data

218

116

0

21 Apr 2016

Triplet Probabilistic Embedding for Face Verification and Clustering

Triplet Probabilistic Embedding for Face Verification and Clustering

S. Sankaranarayanan

Carlos D. Castillo

326

221

0

19 Apr 2016

Joint Unsupervised Learning of Deep Representations and Image Clusters

Joint Unsupervised Learning of Deep Representations and Image Clusters

Jianwei Yang

Devi Parikh

263

865

0

13 Apr 2016

CNN Image Retrieval Learns from BoW: Unsupervised Fine-Tuning with Hard
Examples

CNN Image Retrieval Learns from BoW: Unsupervised Fine-Tuning with Hard Examples

Filip Radenovic

392

612

0

08 Apr 2016

Families in the Wild (FIW): Large-Scale Kinship Image Database and
Benchmarks

Families in the Wild (FIW): Large-Scale Kinship Image Database and Benchmarks

Joseph P. Robinson

109

108

0

07 Apr 2016

Deep Image Retrieval: Learning global representations for image search

Deep Image Retrieval: Learning global representations for image search

Jérôme Revaud

363

833

0

05 Apr 2016

Clustering Millions of Faces by Identity

Clustering Millions of Faces by Identity

173

177

0

04 Apr 2016

Conditional Similarity Networks

Conditional Similarity Networks

Serge J. Belongie

Theofanis Karaletsos

181

8

0

25 Mar 2016

Do We Really Need to Collect Millions of Faces for Effective Face
Recognition?

Do We Really Need to Collect Millions of Faces for Effective Face Recognition?

Gérard Medioni

311

377

0

23 Mar 2016

Multi-Scale Convolutional Neural Networks for Time Series Classification

Multi-Scale Convolutional Neural Networks for Time Series Classification

248

601

0

22 Mar 2016

Input Aggregated Network for Face Video Representation

Input Aggregated Network for Face Video Representation

79

1

0

22 Mar 2016

Frankenstein: Learning Deep Face Representations using Small Data

Frankenstein: Learning Deep Face Representations using Small Data

Xiaojiang Peng

Timothy M. Hospedales

230

126

0

21 Mar 2016

A Comprehensive Performance Evaluation of Deformable Face Tracking
"In-the-Wild"

A Comprehensive Performance Evaluation of Deformable Face Tracking "In-the-Wild"

Grigorios G. Chrysos

Epameinondas Antonakos

Stefanos Zafeiriou

207

128

0

18 Mar 2016

Neural Aggregation Network for Video Face Recognition

Neural Aggregation Network for Video Face Recognition

327

389

0

17 Mar 2016

Template Adaptation for Face Verification and Identification

Template Adaptation for Face Verification and Identification

Nate Crosswhite

Omkar M. Parkhi

Andrew Zisserman

201

163

0

12 Mar 2016

Fast Training of Triplet-based Deep Binary Embedding Networks

Fast Training of Triplet-based Deep Binary Embedding Networks

Bohan Zhuang

Guosheng Lin

Chunhua Shen

166

116

0

09 Mar 2016

Biologically inspired model simulating visual pathways and cerebellum
function in human - Achieving visuomotor coordination and high precision
movement with learning ability

Biologically inspired model simulating visual pathways and cerebellum function in human - Achieving visuomotor coordination and high precision movement with learning ability

78

2

0

08 Mar 2016

PCANet: An energy perspective

PCANet: An energy perspective

140

19

0

03 Mar 2016

Large age-gap face verification by feature injection in deep networks

Large age-gap face verification by feature injection in deep networks

147

88

0

19 Feb 2016

Look, Listen and Learn - A Multimodal LSTM for Speaker Identification

Look, Listen and Learn - A Multimodal LSTM for Speaker Identification

Jimmy S. J. Ren

167

111

0

13 Feb 2016

Face Attribute Prediction Using Off-the-Shelf CNN Features

Face Attribute Prediction Using Off-the-Shelf CNN Features

Josephine Sullivan

205

104

0

12 Feb 2016

Triplet Similarity Embedding for Face Verification

Triplet Similarity Embedding for Face Verification

S. Sankaranarayanan

176

63

0

10 Feb 2016

Leveraging Mid-Level Deep Representations For Predicting Face Attributes
in the Wild

Leveraging Mid-Level Deep Representations For Predicting Face Attributes in the Wild

Josephine Sullivan

224

43

0

04 Feb 2016

Towards the Design of an End-to-End Automated System for Image and
Video-based Recognition

Towards the Design of an End-to-End Automated System for Image and Video-based Recognition

S. Sankaranarayanan

Vishal M. Patel

Carlos D. Castillo

135

18

0

28 Jan 2016

Deep Perceptual Mapping for Cross-Modal Face Recognition

Deep Perceptual Mapping for Cross-Modal Face Recognition

Rainer Stiefelhagen

214

85

0

20 Jan 2016

Learning Local Image Descriptors with Deep Siamese and Triplet
Convolutional Networks by Minimising Global Loss Functions

Learning Local Image Descriptors with Deep Siamese and Triplet Convolutional Networks by Minimising Global Loss Functions

234

318

0

31 Dec 2015

Recent Advances in Convolutional Neural Networks

Recent Advances in Convolutional Neural Networks

Jiuxiang Gu

...

Jianfei Cai

743

5,734

0

22 Dec 2015

Fine-grained Categorization and Dataset Bootstrapping using Deep Metric
Learning with Humans in the Loop

Fine-grained Categorization and Dataset Bootstrapping using Deep Metric Learning with Humans in the Loop

Serge J. Belongie

206

237

0

16 Dec 2015

Embedding Label Structures for Fine-Grained Feature Representation

Embedding Label Structures for Fine-Grained Feature Representation

267

203

0

09 Dec 2015

Sparsifying Neural Network Connections for Face Recognition

Sparsifying Neural Network Connections for Face Recognition

142

145

0

07 Dec 2015

The MegaFace Benchmark: 1 Million Faces for Recognition at Scale

The MegaFace Benchmark: 1 Million Faces for Recognition at Scale

Ira Kemelmacher-Shlizerman

290

901

0

02 Dec 2015

Rethinking the Inception Architecture for Computer Vision

Rethinking the Inception Architecture for Computer Vision

Christian Szegedy

Vincent Vanhoucke

Sergey Ioffe

Jonathon Shlens

1.8K

29,998

0

02 Dec 2015

The Multiverse Loss for Robust Transfer Learning

The Multiverse Loss for Robust Transfer Learning

Lior Wolf

201

24

0

29 Nov 2015

Constrained Deep Metric Learning for Person Re-identification

Constrained Deep Metric Learning for Person Re-identification

Zhen Lei

Stan Z. Li

107

39

0

24 Nov 2015

NetVLAD: CNN architecture for weakly supervised place recognition

NetVLAD: CNN architecture for weakly supervised place recognition

Relja Arandjelović

544

2,983

0

23 Nov 2015

WIDER FACE: A Face Detection Benchmark

WIDER FACE: A Face Detection Benchmark

Chen Change Loy

285

1,722

0

20 Nov 2015

Deep Metric Learning via Lifted Structured Feature Embedding

Deep Metric Learning via Lifted Structured Feature Embedding

Stefanie Jegelka

Silvio Savarese

383

1,746

0

19 Nov 2015

Neural network-based clustering using pairwise constraints

Neural network-based clustering using pairwise constraints

365

85

0

19 Nov 2015

Robust Convolutional Neural Networks under Adversarial Noise

Robust Convolutional Neural Networks under Adversarial Noise

Aysegül Dündar

Eugenio Culurciello

144

78

0

19 Nov 2015

Learning Deep Structure-Preserving Image-Text Embeddings

Learning Deep Structure-Preserving Image-Text Embeddings

Yin Li

Svetlana Lazebnik

483

822

0

19 Nov 2015

Metric Learning with Adaptive Density Discrimination

Metric Learning with Adaptive Density Discrimination

Piotr Dollar

Lubomir D. Bourdev

168

218

0

18 Nov 2015

Dense Human Body Correspondences Using Convolutional Networks

Dense Human Body Correspondences Using Convolutional Networks

Hao Li

394

210

0

18 Nov 2015

A Light CNN for Deep Face Representation with Noisy Labels

A Light CNN for Deep Face Representation with Noisy Labels

556

1,133

0

09 Nov 2015

Confusing Deep Convolution Networks by Relabelling

Confusing Deep Convolution Networks by Relabelling

Benjamin Graham

53

3

0

23 Oct 2015

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