Attention to Warp: Deep Metric Learning for Multivariate Time Series

Attention to Warp: Deep Metric Learning for Multivariate Time Series

28 March 2021

Shinnosuke Matsuo

Gantugs Atarsaikhan

Brian Kenji Iwana

Papers citing "Attention to Warp: Deep Metric Learning for Multivariate Time Series"

15 / 15 papers shown

Title
DeepSign: Deep On-Line Signature Verification Ruben Tolosana R. Vera-Rodríguez Julian Fierrez J. Ortega-Garcia 51 57 0 24 Feb 2020
SynSig2Vec: Learning Representations from Synthetic Dynamic Signatures for Real-world Verification Songxuan Lai Lianwen Jin Luojun Lin Yecheng Zhu Huiyun Mao 34 30 0 13 Nov 2019
OSVNet: Convolutional Siamese Network for Writer Independent Online Signature Verification C. Vorugunti Prerana Mukherjee D. S. Guru Viswanath Pulabaigari 30 27 0 30 Mar 2019
NeuralWarp: Time-Series Similarity with Warping Networks Josif Grabocka Lars Schmidt-Thieme AI4TS 65 29 0 20 Dec 2018
Deep learning for time series classification: a review Hassan Ismail Fawaz Germain Forestier J. Weber L. Idoumghar Pierre-Alain Muller AI4TS AI4CE 305 2,693 0 12 Sep 2018
Human Motion Analysis with Deep Metric Learning Huseyin Coskun D. Tan Sailesh Conjeti Nassir Navab Federico Tombari 57 50 0 30 Jul 2018
Can recurrent neural networks warp time? Corentin Tallec Yann Ollivier CLL AI4CE 117 135 0 23 Mar 2018
On Usage of Autoencoders and Siamese Networks for Online Handwritten Signature Verification Kian Ahrabian B. BabaAli 35 64 0 07 Dec 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 687 131,526 0 12 Jun 2017
A new algorithm for identity verification based on the analysis of a handwritten dynamic signature K. Cpałka Marcin Zalasiński Leszek Rutkowski 35 92 0 05 Oct 2016
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 377 7,962 0 17 Aug 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.8K 77,133 0 18 May 2015
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification Kaiming He Xinming Zhang Shaoqing Ren Jian Sun VLM 323 18,613 0 06 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.8K 150,039 0 22 Dec 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 546 27,300 0 01 Sep 2014