Deep metric learning using Triplet network

20 December 2014

Papers citing "Deep metric learning using Triplet network"

50 / 271 papers shown

Title
Skeleton-DML: Deep Metric Learning for Skeleton-Based One-Shot Action Recognition Raphael Memmesheimer Simon Häring Nick Theisen Dietrich Paulus 40 36 0 26 Dec 2020
Medical Entity Linking using Triplet Network Ishani Mondal Sukannya Purkayastha S. Sarkar Pawan Goyal J. Pillai Amitava Bhattacharyya M. Gattu MedIm 13 37 0 21 Dec 2020
Invariant Feature Learning for Sensor-based Human Activity Recognition Yujiao Hao Boyu Wang Rong Zheng 21 20 0 14 Dec 2020
LayoutGMN: Neural Graph Matching for Structural Layout Similarity A. Patil Manyi Li Matthew Fisher Manolis Savva Hao Zhang 33 32 0 11 Dec 2020
Multi-Objective Interpolation Training for Robustness to Label Noise Diego Ortego Eric Arazo Paul Albert Noel E. O'Connor Kevin McGuinness NoLa 30 112 0 08 Dec 2020
Learning Portrait Style Representations Sadat Shaik Bernadette Bucher Nephele Agrafiotis Stephen Phillips Kostas Daniilidis W. Schmenner 16 2 0 08 Dec 2020
Deep Discriminative Feature Learning for Accent Recognition Wei Wang Chao Zhang Xiao-pei Wu 34 2 0 25 Nov 2020
LCollision: Fast Generation of Collision-Free Human Poses using Learned Non-Penetration Constraints Qingyang Tan Zherong Pan Tianyi Zhou 3DH 30 10 0 06 Nov 2020
Fewer is More: A Deep Graph Metric Learning Perspective Using Fewer Proxies Yuehua Zhu Muli Yang Cheng Deng Wei Liu 27 55 0 26 Oct 2020
Self-attention aggregation network for video face representation and recognition Ihor Protsenko Taras Lehinevych Dmytro Voitekh Ihor Kroosh Nick Hasty Anthony Johnson CVBM 19 2 0 11 Oct 2020
Boosting Continuous Sign Language Recognition via Cross Modality Augmentation Junfu Pu Wen-gang Zhou Hezhen Hu Houqiang Li 43 108 0 11 Oct 2020
Contrastive Representation Learning: A Framework and Review Phúc H. Lê Khắc Graham Healy Alan F. Smeaton SSL AI4TS 186 687 0 10 Oct 2020
Improving Few-Shot Learning through Multi-task Representation Learning Theory Quentin Bouniot I. Redko Romaric Audigier Angélique Loesch Amaury Habrard 45 10 0 05 Oct 2020
Domain-invariant Similarity Activation Map Contrastive Learning for Retrieval-based Long-term Visual Localization Hanjiang Hu Hesheng Wang Zhe Liu Weidong Chen 35 27 0 16 Sep 2020
Deep Detection for Face Manipulation Di Feng Xuequan Lu Xufeng Lin CVBM 26 22 0 13 Sep 2020
Simultaneous Preference and Metric Learning from Paired Comparisons Austin Xu Mark A. Davenport 19 18 0 04 Sep 2020
Cross-Spectral Periocular Recognition with Conditional Adversarial Networks Kevin Hernandez Diaz F. Alonso-Fernandez J. Bigün GAN CVBM MedIm 28 12 0 26 Aug 2020
Cooperative Bi-path Metric for Few-shot Learning Zeyuan Wang Yifan Zhao Jia Li Yonghong Tian 18 35 0 10 Aug 2020
Disentangled Multidimensional Metric Learning for Music Similarity Jongpil Lee Nicholas J. Bryan Justin Salamon Zeyu Jin Juhan Nam 29 40 0 09 Aug 2020
Adma: A Flexible Loss Function for Neural Networks A. Shrivastava 22 1 0 23 Jul 2020
Learning from Extrinsic and Intrinsic Supervisions for Domain Generalization Shujun Wang Lequan Yu Caizi Li Chi-Wing Fu Pheng-Ann Heng OOD 29 191 0 18 Jul 2020
Multi-view Drone-based Geo-localization via Style and Spatial Alignment Siyi Hu Xiaojun Chang 21 8 0 23 Jun 2020
Contrastive learning of global and local features for medical image segmentation with limited annotations K. Chaitanya Ertunc Erdil Neerav Karani E. Konukoglu SSL 30 550 0 18 Jun 2020
Signed Graph Metric Learning via Gershgorin Disc Perfect Alignment Cheng Yang Gene Cheung Wei Hu 20 23 0 15 Jun 2020
Calibrated neighborhood aware confidence measure for deep metric learning Maryna Karpusha Sunghee Yun István Fehérvári UQCV FedML 27 2 0 08 Jun 2020
Metric Learning for Keyword Spotting Jaesung Huh Minjae Lee Hee-Soo Heo Seongkyu Mun Joon Son Chung 21 23 0 18 May 2020
Deep Divergence Learning Kubra Cilingir Rachel Manzelli Brian Kulis 15 13 0 06 May 2020
Diagram Image Retrieval using Sketch-Based Deep Learning and Transfer Learning Manish Bhattarai Diane Oyen Juan Castorena Liping Yang B. Wohlberg 14 9 0 22 Apr 2020
Adaptive Neuron-wise Discriminant Criterion and Adaptive Center Loss at Hidden Layer for Deep Convolutional Neural Network Motoshi Abe J. Miyao Takio Kurita 11 2 0 17 Apr 2020
Unsupervised Cross-Modal Audio Representation Learning from Unstructured Multilingual Text Alexander Schindler S. Gordea Peter Knees SSL 18 1 0 27 Mar 2020
Two-stage Discriminative Re-ranking for Large-scale Landmark Retrieval Shuhei Yokoo Kohei Ozaki E. Simo-Serra S. Iizuka 22 31 0 25 Mar 2020
One-Shot Informed Robotic Visual Search in the Wild Karim Koreitem Florian Shkurti Travis Manderson Wei-Di Chang J. A. G. Higuera Gregory Dudek 21 12 0 22 Mar 2020
OpenGAN: Open Set Generative Adversarial Networks Luke Ditria Benjamin J. Meyer Tom Drummond VLM AI4CE GAN 43 20 0 18 Mar 2020
An Open-set Recognition and Few-Shot Learning Dataset for Audio Event Classification in Domestic Environments Javier Naranjo-Alcazar Sergi Perez-Castanos P. Zuccarello Ana M. Torres Jose J. Lopez Franscesc J. Ferri M. Cobos 26 15 0 26 Feb 2020
Circle Loss: A Unified Perspective of Pair Similarity Optimization Yifan Sun Changmao Cheng Yuhan Zhang Chi Zhang Liang Zheng Zhongdao Wang Yichen Wei 26 852 0 25 Feb 2020
Learning Attentive Pairwise Interaction for Fine-Grained Classification Peiqin Zhuang Yali Wang Yu Qiao 33 322 0 24 Feb 2020
An Inductive Bias for Distances: Neural Nets that Respect the Triangle Inequality Silviu Pitis Harris Chan Kiarash Jamali Jimmy Ba 8 24 0 14 Feb 2020
Learning Flat Latent Manifolds with VAEs Nutan Chen Alexej Klushyn Francesco Ferroni Justin Bayer Patrick van der Smagt DRL 35 39 0 12 Feb 2020
Personalized Activity Recognition with Deep Triplet Embeddings D. Burns C. Whyne HAI 27 25 0 15 Jan 2020
Deep Audio-Visual Learning: A Survey Hao Zhu Mandi Luo Rui Wang A. Zheng Ran He 31 156 0 14 Jan 2020
Insights into Ordinal Embedding Algorithms: A Systematic Evaluation L. C. Vankadara Siavash Haghiri Michael Lohaus Faiz Ul Wahab U. V. Luxburg 18 8 0 03 Dec 2019
Learning to Localize Sound Sources in Visual Scenes: Analysis and Applications Arda Senocak Tae-Hyun Oh Junsik Kim Ming-Hsuan Yang In So Kweon SSL 33 52 0 20 Nov 2019
Vehicle-Rear: A New Dataset to Explore Feature Fusion for Vehicle Identification Using Convolutional Neural Networks I. O. D. Oliveira Rayson Laroca David Menotti K. Fonseca Rodrigo Minetto 36 23 0 13 Nov 2019
Recognition of Images of Korean Characters Using Embedded Networks S. Ilyuhin A. Sheshkus Vladimir L. Arlazarov 10 12 0 11 Nov 2019
Metric Learning with Background Noise Class for Few-shot Detection of Rare Sound Events Kazuki Shimada Yuichiro Koyama A. Inoue 30 23 0 30 Oct 2019
An Empirical Study on Learning Fairness Metrics for COMPAS Data with Human Supervision Hanchen Wang Nina Grgic-Hlaca Preethi Lahoti Krishna P. Gummadi Adrian Weller FaML 27 25 0 22 Oct 2019
SpatialFlow: Bridging All Tasks for Panoptic Segmentation Qiang Chen Anda Cheng Xiangyu He Peisong Wang Jian Cheng 24 29 0 19 Oct 2019
Learning Point Embeddings from Shape Repositories for Few-Shot Segmentation Gopal Sharma Francis Li Brendan Chwyl 3DPC 3DV 33 11 0 03 Oct 2019
Expression, Affect, Action Unit Recognition: Aff-Wild2, Multi-Task Learning and ArcFace D. Kollias S. Zafeiriou CVBM 28 343 0 25 Sep 2019
Deep Metric Learning using Similarities from Nonlinear Rank Approximations Konstantin Schall Kai Uwe Barthel Nico Hezel Klaus Jung DML 23 3 0 20 Sep 2019