Soft-DTW: a Differentiable Loss Function for Time-Series

5 March 2017

Papers citing "Soft-DTW: a Differentiable Loss Function for Time-Series"

12 / 62 papers shown

Title
A Comprehensive Study on Deep Learning-based Methods for Sign Language Recognition Nikolas Adaloglou Theocharis Chatzis Ilias Papastratis Andreas Stergioulas Georgios Th. Papadopoulos Vassia Zacharopoulou George J. Xydopoulos Klimnis Atzakas D. Papazachariou P. Daras 24 37 0 24 Jul 2020
Disentangling Physical Dynamics from Unknown Factors for Unsupervised Video Prediction Vincent Le Guen Nicolas Thome AI4CE PINN 89 288 0 03 Mar 2020
Dimensionality Reduction and Motion Clustering during Activities of Daily Living: 3, 4, and 7 Degree-of-Freedom Arm Movements Yuri Gloumakov Adam J. Spiers A. Dollar 23 10 0 17 Feb 2020
Time Series Alignment with Global Invariances Titouan Vayer R. Tavenard Laetitia Chapel Nicolas Courty Rémi Flamary Yann Soullard AI4TS 12 16 0 10 Feb 2020
Shape and Time Distortion Loss for Training Deep Time Series Forecasting Models Vincent Le Guen Nicolas Thome AI4TS 27 133 0 19 Sep 2019
InceptionTime: Finding AlexNet for Time Series Classification Hassan Ismail Fawaz Benjamin Lucas Germain Forestier Charlotte Pelletier Daniel F. Schmidt J. Weber Geoffrey I. Webb L. Idoumghar Pierre-Alain Muller Franccois Petitjean AI4TS 85 1,072 0 11 Sep 2019
Temporal Transformer Networks: Joint Learning of Invariant and Discriminative Time Warping Suhas Lohit Qiao Wang P. Turaga ViT 9 56 0 13 Jun 2019
Deep Learning for Audio Signal Processing Hendrik Purwins Bo-wen Li Tuomas Virtanen Jan Schlüter Shuo-yiin Chang Tara N. Sainath VLM 24 584 0 30 Apr 2019
ECGadv: Generating Adversarial Electrocardiogram to Misguide Arrhythmia Classification System Huangxun Chen Chenyu Huang Qianyi Huang Qian Zhang Wei Wang AAML 23 26 0 12 Jan 2019
D3TW: Discriminative Differentiable Dynamic Time Warping for Weakly Supervised Action Alignment and Segmentation C. Chang De-An Huang Yanan Sui Li Fei-Fei Juan Carlos Niebles 22 156 0 09 Jan 2019
Optimal Transport for structured data with application on graphs Titouan Vayer Laetitia Chapel Rémi Flamary R. Tavenard Nicolas Courty OT 17 263 0 23 May 2018
Metric Learning for Temporal Sequence Alignment Damien Garreau Rémi Lajugie Sylvain Arlot Francis R. Bach AI4TS 114 57 0 10 Sep 2014