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Deep metric learning using Triplet network

20 December 2014

Papers citing "Deep metric learning using Triplet network"

50 / 426 papers shown

Title
Few-shot Action Recognition with Implicit Temporal Alignment and Pair Similarity Optimization Congqi Cao Yajuan Li Qinyi Lv Peng Wang Yanning Zhang 64 32 0 13 Oct 2020
FILM: A Fast, Interpretable, and Low-rank Metric Learning Approach for Sentence Matching Xiangru Tang Alan J. Aw 40 0 0 12 Oct 2020
Unsupervised Distillation of Syntactic Information from Contextualized Word Representations Shauli Ravfogel Yanai Elazar Jacob Goldberger Yoav Goldberg 79 12 0 11 Oct 2020
Boosting Continuous Sign Language Recognition via Cross Modality Augmentation Junfu Pu Wen-gang Zhou Hezhen Hu Houqiang Li 99 114 0 11 Oct 2020
Contrastive Representation Learning: A Framework and Review Phúc H. Lê Khắc Graham Healy Alan F. Smeaton SSL AI4TS 326 720 0 10 Oct 2020
Universal Weighting Metric Learning for Cross-Modal Matching Jiwei Wei Xing Xu Yang Yang Yanli Ji Zheng Wang Heng Tao Shen 70 89 0 07 Oct 2020
Improving Few-Shot Learning through Multi-task Representation Learning Theory Quentin Bouniot I. Redko Romaric Audigier Angélique Loesch Amaury Habrard 103 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 59 27 0 16 Sep 2020
SSKD: Self-Supervised Knowledge Distillation for Cross Domain Adaptive Person Re-Identification Junhui Yin Jiayan Qiu Siqing Zhang Zhanyu Ma Jun Guo 48 6 0 13 Sep 2020
Deep Detection for Face Manipulation Di Feng Xuequan Lu Xufeng Lin CVBM 72 22 0 13 Sep 2020
Simultaneous Preference and Metric Learning from Paired Comparisons Austin Xu Mark A. Davenport 73 18 0 04 Sep 2020
Cross-Spectral Periocular Recognition with Conditional Adversarial Networks Kevin Hernandez Diaz F. Alonso-Fernandez J. Bigün GAN CVBM MedIm 64 12 0 26 Aug 2020
Cooperative Bi-path Metric for Few-shot Learning Zeyuan Wang Yifan Zhao Jia Li Yonghong Tian 53 35 0 10 Aug 2020
Disentangled Multidimensional Metric Learning for Music Similarity Jongpil Lee Nicholas J. Bryan Justin Salamon Zeyu Jin Juhan Nam 133 40 0 09 Aug 2020
Few-shot Classification via Adaptive Attention Zihang Jiang Bingyi Kang Kuangqi Zhou Jiashi Feng 54 19 0 06 Aug 2020
Learning from Extrinsic and Intrinsic Supervisions for Domain Generalization Shujun Wang Lequan Yu Caizi Li Chi-Wing Fu Pheng-Ann Heng OOD 87 195 0 18 Jul 2020
Preserving Semantic Neighborhoods for Robust Cross-modal Retrieval Christopher Thomas Adriana Kovashka 128 41 0 16 Jul 2020
Representation Learning via Adversarially-Contrastive Optimal Transport A. Cherian Shuchin Aeron OT 43 7 0 11 Jul 2020
Batch-Incremental Triplet Sampling for Training Triplet Networks Using Bayesian Updating Theorem Milad Sikaroudi Benyamin Ghojogh Fakhri Karray Mark Crowley H. R. Tizhoosh 24 3 0 10 Jul 2020
On Linear Identifiability of Learned Representations Geoffrey Roeder Luke Metz Diederik P. Kingma CML 72 85 0 01 Jul 2020
Modality-Agnostic Attention Fusion for visual search with text feedback Eric Dodds Jack Culpepper Simão Herdade Yang Zhang K. Boakye EgoV 98 74 0 30 Jun 2020
Retrospective Loss: Looking Back to Improve Training of Deep Neural Networks Surgan Jandial Ayush Chopra Mausoom Sarkar Piyush B. Gupta Balaji Krishnamurthy V. Balasubramanian 27 4 0 24 Jun 2020
Multi-view Drone-based Geo-localization via Style and Spatial Alignment Siyi Hu Xiaojun Chang 61 8 0 23 Jun 2020
Supervision Accelerates Pre-training in Contrastive Semi-Supervised Learning of Visual Representations Mahmoud Assran Nicolas Ballas Lluis Castrejon Michael G. Rabbat SSL 31 3 0 18 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 95 553 0 18 Jun 2020
When We First Met: Visual-Inertial Person Localization for Co-Robot Rendezvous Xi Sun Xinshuo Weng Kris Kitani 97 10 0 17 Jun 2020
Signed Graph Metric Learning via Gershgorin Disc Perfect Alignment Cheng Yang Gene Cheung Wei Hu 59 24 0 15 Jun 2020
Rethinking Clustering for Robustness Motasem Alfarra Juan C. Pérez Adel Bibi Ali K. Thabet Pablo Arbelaez Guohao Li OOD 41 0 0 13 Jun 2020
Unique Faces Recognition in Videos Jiahao Huo Terence L van Zyl CVBM 35 7 0 10 Jun 2020
Semi-Supervised Contrastive Learning with Generalized Contrastive Loss and Its Application to Speaker Recognition Nakamasa Inoue Keita Goto SSL 144 54 0 08 Jun 2020
Hierarchical and Efficient Learning for Person Re-Identification Jiangning Zhang Lu Liu Chao Xu Yong Liu 3DH 31 3 0 18 May 2020
Metric Learning for Keyword Spotting Jaesung Huh Minjae Lee Hee-Soo Heo Seongkyu Mun Joon Son Chung 64 23 0 18 May 2020
Deep Divergence Learning Kubra Cilingir Rachel Manzelli Brian Kulis 55 13 0 06 May 2020
Domain Siamese CNNs for Sparse Multispectral Disparity Estimation David-Alexandre Beaupré Guillaume-Alexandre Bilodeau 30 8 0 30 Apr 2020
Extractive Summarization as Text Matching Ming Zhong Pengfei Liu Yiran Chen Danqing Wang Xipeng Qiu Xuanjing Huang 150 462 0 19 Apr 2020
Triplet Loss for Knowledge Distillation Hideki Oki Motoshi Abe J. Miyao Takio Kurita 45 15 0 17 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 21 2 0 17 Apr 2020
Semantic Drift Compensation for Class-Incremental Learning Lu Yu Bartlomiej Twardowski Xialei Liu Luis Herranz Kai Wang Yongmei Cheng Shangling Jui Joost van de Weijer CLL 95 345 0 01 Apr 2020
Unsupervised Cross-Modal Audio Representation Learning from Unstructured Multilingual Text Alexander Schindler S. Gordea Peter Knees SSL 38 1 0 27 Mar 2020
Two-stage Discriminative Re-ranking for Large-scale Landmark Retrieval Shuhei Yokoo Kohei Ozaki E. Simo-Serra S. Iizuka 114 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 67 12 0 22 Mar 2020
OpenGAN: Open Set Generative Adversarial Networks Luke Ditria Benjamin J. Meyer Tom Drummond VLM AI4CE GAN 123 21 0 18 Mar 2020
Building and Interpreting Deep Similarity Models Oliver Eberle Jochen Büttner Florian Kräutli K. Müller Matteo Valleriani G. Montavon 73 59 0 11 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 167 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 161 861 0 25 Feb 2020
Learning Attentive Pairwise Interaction for Fine-Grained Classification Peiqin Zhuang Yali Wang Yu Qiao 131 337 0 24 Feb 2020
Boosting Adversarial Training with Hypersphere Embedding Tianyu Pang Xiao Yang Yinpeng Dong Kun Xu Jun Zhu Hang Su AAML 89 156 0 20 Feb 2020
CoLES: Contrastive Learning for Event Sequences with Self-Supervision Dmitrii Babaev Ivan Kireev Nikita Ovsov Maria Ivanova Gleb Gusev Ivan Nazarov Alexander Tuzhilin SSL AI4TS 58 27 0 19 Feb 2020
FeatureNMS: Non-Maximum Suppression by Learning Feature Embeddings Niels Ole Salscheider 66 38 0 18 Feb 2020
Spectrum Translation for Cross-Spectral Ocular Matching Kevin Hernandez Diaz F. Alonso-Fernandez J. Bigün 30 3 0 14 Feb 2020