Deep metric learning using Triplet network

20 December 2014

Papers citing "Deep metric learning using Triplet network"

50 / 240 papers shown

Title
Class Token and Knowledge Distillation for Multi-head Self-Attention Speaker Verification Systems Victoria Mingote A. Miguel A. O. Giménez EDUARDO LLEIDA SOLANO 39 10 0 06 Nov 2021
Learning Models for Query by Vocal Percussion: A Comparative Study Alejandro Delgado SKoT McDonald Ning Xu C. Saitis Mark Sandler 20 1 0 18 Oct 2021
Supervised Metric Learning for Music Structure Features Ju-Chiang Wang Jordan B. L. Smith Weiyi Lu Xuchen Song 19 17 0 18 Oct 2021
Bank transactions embeddings help to uncover current macroeconomics Maria Begicheva Alexey Zaytsev 21 4 0 14 Oct 2021
Planning from Pixels in Environments with Combinatorially Hard Search Spaces Marco Bagatella Miroslav Olsák Michal Rolínek Georg Martius OffRL 21 6 0 12 Oct 2021
Learnable Adaptive Cosine Estimator (LACE) for Image Classification Joshua Peeples Connor H. McCurley Sarah Walker Dylan Stewart Alina Zare 24 3 0 11 Oct 2021
SeanNet: Semantic Understanding Network for Localization Under Object Dynamics Xiao Li Yidong Du Zhen Zeng Odest Chadwicke Jenkins 30 2 0 05 Oct 2021
Annotation Cost Reduction of Stream-based Active Learning by Automated Weak Labeling using a Robot Arm Kanata Suzuki Taro Sunagawa Tomotake Sasaki Takashi Katoh 18 3 0 03 Oct 2021
CrossCLR: Cross-modal Contrastive Learning For Multi-modal Video Representations Mohammadreza Zolfaghari Yi Zhu Peter V. Gehler Thomas Brox 135 127 0 30 Sep 2021
Multimodality in Meta-Learning: A Comprehensive Survey Yao Ma Shilin Zhao Weixiao Wang Yaoman Li Irwin King 50 53 0 28 Sep 2021
Instance-Based Neural Dependency Parsing Hiroki Ouchi Jun Suzuki Sosuke Kobayashi Sho Yokoi Tatsuki Kuribayashi Masashi Yoshikawa Kentaro Inui 37 3 0 28 Sep 2021
Experience feedback using Representation Learning for Few-Shot Object Detection on Aerial Images Pierre Le Jeune M. Lebbah Anissa Zergaïnoh-Mokraoui Hanene Azzag ObjD 25 9 0 27 Sep 2021
Quantifying point cloud realism through adversarially learned latent representations Larissa T. Triess David Peter Stefan A. Baur J. Marius Zöllner 3DPC 32 2 0 24 Sep 2021
Neural Distance Embeddings for Biological Sequences Gabriele Corso Rex Ying Michal Pándy Petar Velivcković J. Leskovec Pietro Lió 25 40 0 20 Sep 2021
Deep Bregman Divergence for Contrastive Learning of Visual Representations Mina Rezaei Farzin Soleymani B. Bischl Shekoofeh Azizi SSL 50 16 0 15 Sep 2021
Matching Underwater Sonar Images by the Learned Descriptor Based on Style Transfer Method Xiaoteng Zhou Changli Yu Xin Yuan Citong Luo 12 3 0 27 Aug 2021
End2End Occluded Face Recognition by Masking Corrupted Features Haibo Qiu Dihong Gong Zhifeng Li Wei Liu Dacheng Tao CVBM 25 81 0 21 Aug 2021
SynFace: Face Recognition with Synthetic Data Haibo Qiu Baosheng Yu Dihong Gong Zhifeng Li Wei Liu Dacheng Tao 27 124 0 18 Aug 2021
Billion-Scale Pretraining with Vision Transformers for Multi-Task Visual Representations Josh Beal Hao Wu Dong Huk Park Andrew Zhai Dmitry Kislyuk ViT 21 29 0 12 Aug 2021
Enhancing Social Relation Inference with Concise Interaction Graph and Discriminative Scene Representation Xiaotian Yu Hanling Yi Yi Yu Ling Xing Shiliang Zhang Xiaoyu Wang GNN 34 0 0 30 Jul 2021
Explainable artificial intelligence (XAI) in deep learning-based medical image analysis Bas H. M. van der Velden Hugo J. Kuijf K. Gilhuijs M. Viergever XAI 35 638 0 22 Jul 2021
SRPN: similarity-based region proposal networks for nuclei and cells detection in histology images Yibao Sun Xingru Huang Huiyu Zhou Qianni Zhang 33 31 0 25 Jun 2021
Incremental Deep Neural Network Learning using Classification Confidence Thresholding Justin Leo Jugal Kalita CLL 24 15 0 21 Jun 2021
Place recognition survey: An update on deep learning approaches T. Barros Ricardo Pereira L. Garrote C. Premebida U. J. Nunes 27 27 0 19 Jun 2021
A Framework to Enhance Generalization of Deep Metric Learning methods using General Discriminative Feature Learning and Class Adversarial Neural Networks K. Al-Kaabi R. Monsefi Davood Zabihzadeh 33 8 0 11 Jun 2021
WiCluster: Passive Indoor 2D/3D Positioning using WiFi without Precise Labels I. Karmanov F. G. Zanjani S. Merlin I. Kadampot Daniel Dijkman 19 14 0 31 May 2021
EDEN: Deep Feature Distribution Pooling for Saimaa Ringed Seals Pattern Matching Ilja Chelak Ekaterina A. Nepovinnykh T. Eerola Heikki Kälviäinen I. Belykh 33 6 0 28 May 2021
Dynamic Class Queue for Large Scale Face Recognition In the Wild Bi Li Teng Xi Gang Zhang Haocheng Feng Junyu Han Jingtuo Liu Errui Ding Wenyu Liu CVBM 27 25 0 24 May 2021
Contrastive Attraction and Contrastive Repulsion for Representation Learning Huangjie Zheng Xu Chen Jiangchao Yao Hongxia Yang Chunyuan Li Ya Zhang Hao Zhang Ivor Tsang Jingren Zhou Mingyuan Zhou SSL 42 12 0 08 May 2021
Informative and Representative Triplet Selection for Multilabel Remote Sensing Image Retrieval Gencer Sumbul Mahdyar Ravanbakhsh Begüm Demir 21 23 0 08 May 2021
Stochastic Block-ADMM for Training Deep Networks Saeed Khorram Xiao Fu Mohamad H. Danesh Zhongang Qi Li Fuxin 29 3 0 01 May 2021
DeepfakeUCL: Deepfake Detection via Unsupervised Contrastive Learning Sheldon Fung Xuequan Lu Chao Zhang Chang-Tsun Li SSL 38 44 0 23 Apr 2021
Multi-target prediction for dummies using two-branch neural networks Dimitrios Iliadis B. De Baets Willem Waegeman 17 9 0 19 Apr 2021
Revisiting Few-shot Relation Classification: Evaluation Data and Classification Schemes O. Sabo Yanai Elazar Yoav Goldberg Ido Dagan 22 38 0 17 Apr 2021
Contrastive Learning for Sports Video: Unsupervised Player Classification Maria Koshkina Hemanth Pidaparthy J. Elder SSL 38 29 0 15 Apr 2021
Visual Goal-Step Inference using wikiHow Yue Yang Artemis Panagopoulou Qing Lyu Li Zhang Mark Yatskar Chris Callison-Burch 34 41 0 12 Apr 2021
New Insights on Reducing Abrupt Representation Change in Online Continual Learning Lucas Caccia Rahaf Aljundi Nader Asadi Tinne Tuytelaars Joelle Pineau Eugene Belilovsky CLL 21 186 0 11 Apr 2021
Triplet-Watershed for Hyperspectral Image Classification Aditya Challa Sravan Danda B. Sagar Laurent Najman 18 5 0 17 Mar 2021
Simplicial Complex Representation Learning Mustafa Hajij Ghada Zamzmi Theodore Papamarkou Vasileios Maroulas X. Cai 35 18 0 06 Mar 2021
Touchless Palmprint Recognition based on 3D Gabor Template and Block Feature Refinement Zhaoqun Li Xu Liang Dandan Fan Jinxing Li Wei Jia David Zhang 33 16 0 03 Mar 2021
Self-Supervised Learning of Graph Neural Networks: A Unified Review Yaochen Xie Zhao Xu Jingtun Zhang Zhengyang Wang Shuiwang Ji SSL 36 324 0 22 Feb 2021
Event-Driven News Stream Clustering using Entity-Aware Contextual Embeddings Kailash Saravanakumar Miguel Ballesteros Muthu Kumar Chandrasekaran Kathleen McKeown 24 20 0 26 Jan 2021
Drug and Disease Interpretation Learning with Biomedical Entity Representation Transformer Z. Miftahutdinov Artur Kadurin R. Kudrin E. Tutubalina MedIm 35 8 0 22 Jan 2021
Skeleton-DML: Deep Metric Learning for Skeleton-Based One-Shot Action Recognition Raphael Memmesheimer Simon Häring Nick Theisen Dietrich Paulus 35 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 11 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 27 112 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
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