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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
An Inductive Bias for Distances: Neural Nets that Respect the Triangle Inequality Silviu Pitis Harris Chan Kiarash Jamali Jimmy Ba 78 25 0 14 Feb 2020
Learning Flat Latent Manifolds with VAEs Nutan Chen Alexej Klushyn Francesco Ferroni Justin Bayer Patrick van der Smagt DRL 85 42 0 12 Feb 2020
Dual-Triplet Metric Learning for Unsupervised Domain Adaptation in Video-Based Face Recognition G. Ekladious Hugo Lemoine Eric Granger K. Kamali Salim Moudache CVBM 33 5 0 11 Feb 2020
Multi-Modal Music Information Retrieval: Augmenting Audio-Analysis with Visual Computing for Improved Music Video Analysis Alexander Schindler 34 8 0 01 Feb 2020
Deep Metric Structured Learning For Facial Expression Recognition Pedro Diamel Marrero Fernández Ing Ren Tsang I. Tsang F. Guerrero-Peña Alexandre Cunha CVBM 15 0 0 18 Jan 2020
Estimating and abstracting the 3D structure of bones using neural networks on X-ray (2D) images Jana Čavojská J. Petrasch Nicolas J. Lehmann A. Voisard Peter Böttcher MedIm 20 0 0 16 Jan 2020
Personalized Activity Recognition with Deep Triplet Embeddings D. Burns C. Whyne HAI 93 25 0 15 Jan 2020
Learning similarity measures from data B. Mathisen A. Aamodt Kerstin Bach H. Langseth 35 51 0 15 Jan 2020
Deep Audio-Visual Learning: A Survey Hao Zhu Mandi Luo Rui Wang A. Zheng Ran He 75 161 0 14 Jan 2020
MRI Pulse Sequence Integration for Deep-Learning Based Brain Metastasis Segmentation Darvin Yi E. Grøvik Michael Iv E. Tong K. Emblem ... A. Latysheva K. Jacobsen Å. Helland Greg Zaharchuk D. Rubin OOD 26 12 0 18 Dec 2019
DeepHashing using TripletLoss J. James 16 0 0 17 Dec 2019
To Balance or Not to Balance: A Simple-yet-Effective Approach for Learning with Long-Tailed Distributions Junjie Zhang Lingqiao Liu Peng Wang Chunhua Shen 61 25 0 10 Dec 2019
Robust Deep Graph Based Learning for Binary Classification Minxiang Ye V. Stanković L. Stanković Gene Cheung OOD 76 12 0 06 Dec 2019
Insights into Ordinal Embedding Algorithms: A Systematic Evaluation L. C. Vankadara Siavash Haghiri Michael Lohaus Faiz Ul Wahab U. V. Luxburg 66 8 0 03 Dec 2019
PhIT-Net: Photo-consistent Image Transform for Robust Illumination Invariant Matching Damian Kaliroff Guy Gilboa 68 2 0 28 Nov 2019
Unbiased Evaluation of Deep Metric Learning Algorithms István Fehérvári Avinash Ravichandran Srikar Appalaraju 76 27 0 28 Nov 2019
Orthogonal Convolutional Neural Networks Jiayun Wang Yubei Chen Rudrasis Chakraborty Stella X. Yu 89 190 0 27 Nov 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 86 55 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 121 24 0 13 Nov 2019
Recognition of Images of Korean Characters Using Embedded Networks S. Ilyuhin A. Sheshkus Vladimir L. Arlazarov 53 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 133 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 160 27 0 22 Oct 2019
SpatialFlow: Bridging All Tasks for Panoptic Segmentation Qiang Chen Anda Cheng Xiangyu He Peisong Wang Jian Cheng 137 30 0 19 Oct 2019
SegSort: Segmentation by Discriminative Sorting of Segments Jyh-Jing Hwang Stella X. Yu Jianbo Shi Maxwell D. Collins Tien-Ju Yang Xiao Zhang Liang-Chieh Chen 227 149 0 15 Oct 2019
Active Ordinal Querying for Tuplewise Similarity Learning Gregory H. Canal Stefano Fenu Christopher Rozell DML 64 8 0 09 Oct 2019
Learning Point Embeddings from Shape Repositories for Few-Shot Segmentation Gopal Sharma Francis Li Brendan Chwyl 3DPC 3DV 131 11 0 03 Oct 2019
Expression, Affect, Action Unit Recognition: Aff-Wild2, Multi-Task Learning and ArcFace D. Kollias Stefanos Zafeiriou CVBM 100 348 0 25 Sep 2019
Learning Pixel Representations for Generic Segmentation Oran Shayer M. Lindenbaum SSeg 23 1 0 25 Sep 2019
Deep Metric Learning using Similarities from Nonlinear Rank Approximations Konstantin Schall Kai Uwe Barthel Nico Hezel Klaus Jung DML 25 3 0 20 Sep 2019
Attention-Aware Age-Agnostic Visual Place Recognition Ziqi Wang Jiahui Li Seyran Khademi Jan van Gemert OOD 59 19 0 11 Sep 2019
Deep Metric Learning with Density Adaptivity Yehao Li Ting Yao Yingwei Pan Hongyang Chao Tao Mei 144 11 0 09 Sep 2019
Metric Learning for Adversarial Robustness Chengzhi Mao Ziyuan Zhong Junfeng Yang Carl Vondrick Baishakhi Ray OOD 96 188 0 03 Sep 2019
Imbalance Problems in Object Detection: A Review Kemal Oksuz Baris Can Cam Sinan Kalkan Emre Akbas ObjD 139 470 0 31 Aug 2019
Few-shot Learning with Deep Triplet Networks for Brain Imaging Modality Recognition Santi Puch Irina Sánchez Matt Rowe 55 25 0 27 Aug 2019
Deep learning on butterfly phenotypes tests evolution's oldest mathematical model Jennifer F. Hoyal Cuthill N. Guttenberg S. Ledger R. Crowther Blanca Huertas 26 50 0 15 Aug 2019
Fine-Grained Action Retrieval Through Multiple Parts-of-Speech Embeddings Michael Wray Diane Larlus G. Csurka Dima Damen 117 154 0 09 Aug 2019
Learning a Unified Embedding for Visual Search at Pinterest Andrew Zhai Hao-Yu Wu Eric Tzeng Dong Huk Park Charles R. Rosenberg DML 74 52 0 05 Aug 2019
On Mutual Information Maximization for Representation Learning Michael Tschannen Josip Djolonga Paul Kishan Rubenstein Sylvain Gelly Mario Lucic SSL 196 502 0 31 Jul 2019
EmoBed: Strengthening Monomodal Emotion Recognition via Training with Crossmodal Emotion Embeddings Jing Han Zixing Zhang Zhao Ren Björn Schuller 95 43 0 23 Jul 2019
Pedestrian Tracking by Probabilistic Data Association and Correspondence Embeddings Borna Bićanić Marin Orsic Ivan Marković Sinisa Segvic Ivan Petrović 44 5 0 16 Jul 2019
Graph-Structured Visual Imitation Maximilian Sieb Xian Zhou Audrey Huang Oliver Kroemer Katerina Fragkiadaki 107 65 0 11 Jul 2019
Transfer Learning from Audio-Visual Grounding to Speech Recognition Wei-Ning Hsu David Harwath James R. Glass SSL 65 32 0 09 Jul 2019
Revisiting Metric Learning for Few-Shot Image Classification Xiaomeng Li Lequan Yu Chi-Wing Fu Meng Fang Pheng-Ann Heng VLM 96 96 0 06 Jul 2019
Mixup of Feature Maps in a Hidden Layer for Training of Convolutional Neural Network Hideki Oki Takio Kurita SSL 33 4 0 24 Jun 2019
Divide and Conquer the Embedding Space for Metric Learning A. Sanakoyeu Vadim Tschernezki U. Büchler Bjorn Ommer SSL 86 107 0 14 Jun 2019
Gaining Extra Supervision via Multi-task learning for Multi-Modal Video Question Answering Junyeong Kim Minuk Ma Kyungsu Kim Sungjin Kim Chang D. Yoo 62 27 0 28 May 2019
Finding Task-Relevant Features for Few-Shot Learning by Category Traversal Hongyang Li David Eigen Samuel F. Dodge Matthew D. Zeiler Xiaogang Wang VLM 122 341 0 27 May 2019
A Comprehensive Study of ImageNet Pre-Training for Historical Document Image Analysis Linda Studer Michele Alberti Vinaychandran Pondenkandath Pinar Goktepe Thomas Kolonko Andreas Fischer Marcus Liwicki Rolf Ingold VLM 160 52 0 22 May 2019
Supervized Segmentation with Graph-Structured Deep Metric Learning Loic Landrieu Mohamed Boussaha 40 1 0 10 May 2019
AdaCos: Adaptively Scaling Cosine Logits for Effectively Learning Deep Face Representations Xiao Zhang Rui Zhao Yu Qiao Xiaogang Wang Hongsheng Li CVBM 106 216 0 01 May 2019