Deep metric learning using Triplet network

20 December 2014

Papers citing "Deep metric learning using Triplet network"

40 / 240 papers shown

Title
Face Presentation Attack Detection in Learned Color-liked Space Lei Li Zhaoqiang Xia Xiaoyue Jiang Fabio Roli Xiaoyi Feng AAML CVBM 21 8 0 31 Oct 2018
Efficient learning of neighbor representations for boundary trees and forests Tharindu B. Adikari S. Draper 19 2 0 26 Oct 2018
Offline Signature Verification by Combining Graph Edit Distance and Triplet Networks Paul Maergner Vinaychandran Pondenkandath Michele Alberti Marcus Liwicki Kaspar Riesen Rolf Ingold Andreas Fischer 17 20 0 17 Oct 2018
Unsupervised Deep Features for Remote Sensing Image Matching via Discriminator Network Fnu Mohbat Numan Khurshid M. Taj 26 15 0 15 Oct 2018
FusedLSTM: Fusing frame-level and video-level features for Content-based Video Relevance Prediction Yash Bhalgat 16 4 0 29 Sep 2018
Improving Generalization via Scalable Neighborhood Component Analysis Zhirong Wu Alexei A. Efros Stella X. Yu BDL 22 143 0 14 Aug 2018
Git Loss for Deep Face Recognition Alessandro Calefati Muhammad Kamran Janjua Shah Nawaz I. Gallo CVBM 19 20 0 23 Jul 2018
Learning Neural Models for End-to-End Clustering B. Meier Ismail Elezi Mohammadreza Amirian Oliver Durr Thilo Stadelmann SSL 22 16 0 11 Jul 2018
Learning Policy Representations in Multiagent Systems Aditya Grover Maruan Al-Shedivat Jayesh K. Gupta Yuri Burda Harrison Edwards AI4CE 29 123 0 17 Jun 2018
ALMN: Deep Embedding Learning with Geometrical Virtual Point Generating Binghui Chen Weihong Deng 16 7 0 04 Jun 2018
Learning Discriminative Features with Multiple Granularities for Person Re-Identification Guanshuo Wang Yufeng Yuan Xiong Chen Jiwei Li Xi Zhou OOD 36 1,304 0 04 Apr 2018
Attributes as Operators: Factorizing Unseen Attribute-Object Compositions Tushar Nagarajan Kristen Grauman OCL CoGe 19 59 0 27 Mar 2018
Fix your classifier: the marginal value of training the last weight layer Elad Hoffer Itay Hubara Daniel Soudry 35 101 0 14 Jan 2018
Significance of Softmax-based Features in Comparison to Distance Metric Learning-based Features Shota Horiguchi Daiki Ikami Kiyoharu Aizawa 22 64 0 29 Dec 2017
Training Convolutional Neural Networks with Limited Training Data for Ear Recognition in the Wild Žiga Emeršič Dejan Štepec Vitomir Štruc Peter Peer CVBM 37 84 0 27 Nov 2017
Summarizing First-Person Videos from Third Persons' Points of Views Hsuan-I Ho Wei-Chen Chiu Y. Wang EgoV 3DH 31 28 0 24 Nov 2017
Fine-tuning CNN Image Retrieval with No Human Annotation Filip Radenovic Giorgos Tolias Ondřej Chum 36 1,286 0 03 Nov 2017
Learning Non-Metric Visual Similarity for Image Retrieval Noa Garcia George Vogiatzis 22 37 0 05 Sep 2017
Integral Curvature Representation and Matching Algorithms for Identification of Dolphins and Whales Hendrik J. Weideman Zachary M. Jablons Jason A. Holmberg Kiirsten Flynn J. Calambokidis ... Jason B. Allen R. Wells K. Hupman K. Urian Charles V. Stewart 21 40 0 25 Aug 2017
Transitive Invariance for Self-supervised Visual Representation Learning Xinyu Wang Kaiming He Abhinav Gupta OOD SSL 19 179 0 09 Aug 2017
Attention Transfer from Web Images for Video Recognition Junnan Li Yongkang Wong Qi Zhao Mohan Kankanhalli 23 45 0 03 Aug 2017
Deep Metric Learning and Image Classification with Nearest Neighbour Gaussian Kernels Benjamin J. Meyer Ben Harwood Tom Drummond 21 8 0 27 May 2017
Online Signature Verification using Recurrent Neural Network and Length-normalized Path Signature Songxuan Lai Lianwen Jin Weixin Yang 19 61 0 19 May 2017
Part-based Deep Hashing for Large-scale Person Re-identification Fuqing Zhu Xiangwei Kong Liang Zheng Haiyan Fu Q. Tian 31 86 0 05 May 2017
SphereFace: Deep Hypersphere Embedding for Face Recognition Weiyang Liu Yandong Wen Zhiding Yu Ming Li Bhiksha Raj Le Song CVBM 93 2,785 0 26 Apr 2017
Cross-media Similarity Metric Learning with Unified Deep Networks Jinwei Qi Xin Huang Yuxin Peng SSL 21 9 0 14 Apr 2017
Learning Two-Branch Neural Networks for Image-Text Matching Tasks Liwei Wang Yin Li Jing-ling Huang Svetlana Lazebnik VLM 27 494 0 11 Apr 2017
Open Vocabulary Scene Parsing Hang Zhao Xavier Puig Bolei Zhou Sanja Fidler Antonio Torralba VLM 3DV 6 119 0 26 Mar 2017
From Depth Data to Head Pose Estimation: a Siamese approach Marco Venturelli Guido Borghi R. Vezzani Rita Cucchiara 3DH 17 35 0 10 Mar 2017
Learning Deep Nearest Neighbor Representations Using Differentiable Boundary Trees Daniel Zoran Balaji Lakshminarayanan Charles Blundell 11 16 0 28 Feb 2017
TristouNet: Triplet Loss for Speaker Turn Embedding H. Bredin 11 182 0 14 Sep 2016
Photo Filter Recommendation by Category-Aware Aesthetic Learning Wei-Tse Sun T. Chao Y. Kuo Winston H. Hsu 30 44 0 18 Aug 2016
Trunk-Branch Ensemble Convolutional Neural Networks for Video-based Face Recognition Changxing Ding Dacheng Tao CVBM 48 387 0 19 Jul 2016
Siamese Regression Networks with Efficient mid-level Feature Extraction for 3D Object Pose Estimation Andreas Doumanoglou Vassileios Balntas R. Kouskouridas Tae-Kyun Kim 3DPC 19 49 0 08 Jul 2016
CNN Image Retrieval Learns from BoW: Unsupervised Fine-Tuning with Hard Examples Filip Radenovic Giorgos Tolias Ondřej Chum SSL 22 599 0 08 Apr 2016
Deep Image Retrieval: Learning global representations for image search Albert Gordo Jon Almazán Jérôme Revaud Diane Larlus 23 802 0 05 Apr 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 35 310 0 31 Dec 2015
Fine-grained Categorization and Dataset Bootstrapping using Deep Metric Learning with Humans in the Loop Huayu Chen Feng Zhou Yuanqing Lin Serge J. Belongie 20 236 0 16 Dec 2015
Learning to See by Moving Pulkit Agrawal João Carreira Jitendra Malik SSL 28 552 0 07 May 2015
Unsupervised Learning of Visual Representations using Videos Xinyu Wang Abhinav Gupta SSL 22 232 0 04 May 2015