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

5 March 2017

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

50 / 62 papers shown

Title
BP-SGCN: Behavioral Pseudo-Label Informed Sparse Graph Convolution Network for Pedestrian and Heterogeneous Trajectory Prediction Ruochen Li Stamos Katsigiannis Tae-Kyun Kim Hubert P. H. Shum 89 1 0 20 Feb 2025
Soft Condorcet Optimization for Ranking of General Agents Marc Lanctot Kate Larson Michael Kaisers Quentin Berthet I. Gemp Manfred Diaz Roberto-Rafael Maura-Rivero Yoram Bachrach Anna Koop Doina Precup 39 0 0 31 Oct 2024
Arc-Length-Based Warping for Robot Skill Synthesis from Multiple Demonstrations Giovanni Braglia Davide Tebaldi André Eugenio Lazzaretti Luigi Biagiotti 21 0 0 17 Oct 2024
Learnable Expansion of Graph Operators for Multi-Modal Feature Fusion Dexuan Ding Lei Wang Liyun Zhu Tom Gedeon Piotr Koniusz 28 4 0 02 Oct 2024
Self-Supervised Contrastive Learning for Videos using Differentiable Local Alignment Keyne Oei Amr Gomaa Anna Maria Feit João Belo 26 0 0 06 Sep 2024
Cluster-Segregate-Perturb (CSP): A Model-agnostic Explainability Pipeline for Spatiotemporal Land Surface Forecasting Models Tushar Verma Sudipan Saha 23 0 0 12 Aug 2024
Sequential Contrastive Audio-Visual Learning Ioannis Tsiamas Santiago Pascual Chunghsin Yeh Joan Serra 35 2 0 08 Jul 2024
Continuous-Time Digital Twin with Analogue Memristive Neural Ordinary Differential Equation Solver Hegan Chen Jichang Yang Jia Chen Songqi Wang Shaocong Wang ... Han Wang Dashan Shang Qi Liu Kwang-Ting Cheng Ming-Yu Liu 42 0 0 12 Jun 2024
Generative Adversarial Network with Soft-Dynamic Time Warping and Parallel Reconstruction for Energy Time Series Anomaly Detection Hardik Prabhu J. Valadi P. Arjunan AI4TS 35 1 0 22 Feb 2024
Series2Vec: Similarity-based Self-supervised Representation Learning for Time Series Classification Navid Mohammadi Foumani Chang Wei Tan Geoffrey I. Webb Hamid Rezatofighi Mahsa Salehi SSL AI4TS 31 4 0 07 Dec 2023
DPP-TTS: Diversifying prosodic features of speech via determinantal point processes Seongho Joo Hyukhun Koh Kyomin Jung DiffM 37 0 0 23 Oct 2023
Deep Attentive Time Warping Shinnosuke Matsuo Xiaomeng Wu Gantugs Atarsaikhan Akisato Kimura K. Kashino Brian Kenji Iwana Seiichi Uchida AI4TS 46 3 0 13 Sep 2023
System Identification and Control of Front-Steered Ackermann Vehicles through Differentiable Physics B. M. Gonultas Pratik Mukherjee O. G. Poyrazoglu Volkan Isler 6 3 0 07 Aug 2023
SynJax: Structured Probability Distributions for JAX Miloš Stanojević Laurent Sartran SyDa 13 4 0 07 Aug 2023
Likely, Light, and Accurate Context-Free Clusters-based Trajectory Prediction Tiago Rodrigues de Almeida Óscar Martínez Mozos 24 2 0 27 Jul 2023
A Deep Active Contour Model for Delineating Glacier Calving Fronts Konrad Heidler Lichao Mou Erik Loebel M. Scheinert Sébastien Lefèvre Xiao Xiang Zhu 27 7 0 07 Jul 2023
Learning Differentiable Logic Programs for Abstract Visual Reasoning Hikaru Shindo Viktor Pfanschilling D. Dhami Kristian Kersting NAI 29 6 0 03 Jul 2023
Consecutive Inertia Drift of Autonomous RC Car via Primitive-based Planning and Data-driven Control Yiwen Lu Bo Yang Jiayun Li Yihan Zhou Hong-Shuai Chen Yilin Mo 10 7 0 21 Jun 2023
Soft Dynamic Time Warping for Multi-Pitch Estimation and Beyond Michael Krause Christof Weiss Meinard Muller 15 8 0 11 Apr 2023
Pixel-wise Agricultural Image Time Series Classification: Comparisons and a Deformable Prototype-based Approach Elliot Vincent Jean Ponce Mathieu Aubry AI4TS 11 5 0 22 Mar 2023
Compression of GPS Trajectories using Autoencoders Michael Kölle Steffen Illium Carsten Hahn Lorenz Schauer Johannes Hutter Claudia Linnhoff-Popien 15 1 0 18 Jan 2023
3D Pose Based Feedback for Physical Exercises Ziyi Zhao Sena Kiciroglu Hugues Vinzant Yuan-Chen Cheng Isinsu Katircioglu Mathieu Salzmann Pascal Fua 3DH SSL 28 15 0 05 Aug 2022
Task-aware Similarity Learning for Event-triggered Time Series Shaoyu Dou Kai Yang Yang Jiao Chengbo Qiu Kui Ren AI4TS 11 0 0 17 Jul 2022
NeMF: Neural Motion Fields for Kinematic Animation Chen He Jun Saito James Zachary Holly Rushmeier Yi Zhou 3DH 19 45 0 04 Jun 2022
Efficient Forecasting of Large Scale Hierarchical Time Series via Multilevel Clustering Xing Han Tongzheng Ren Jing Hu Joydeep Ghosh Nhat Ho AI4TS 22 0 0 27 May 2022
NaturalSpeech: End-to-End Text to Speech Synthesis with Human-Level Quality Xu Tan Jiawei Chen Haohe Liu Jian Cong Chen Zhang ... Lei He Frank Soong Tao Qin Sheng Zhao Tie-Yan Liu 33 211 0 09 May 2022
Context-Aware Sequence Alignment using 4D Skeletal Augmentation Taein Kwon Bugra Tekin Siyu Tang Marc Pollefeys 23 13 0 26 Apr 2022
Fine-grained Temporal Contrastive Learning for Weakly-supervised Temporal Action Localization Junyu Gao Mengyuan Chen Changsheng Xu 14 66 0 31 Mar 2022
SiMCa: Sinkhorn Matrix Factorization with Capacity Constraints Eric Daoud Luca Ganassali Antoine Baker Marc Lelarge 23 0 0 18 Mar 2022
Tutorial on amortized optimization Brandon Amos OffRL 75 43 0 01 Feb 2022
Unifying Pairwise Interactions in Complex Dynamics Oliver M. Cliff Annie G. Bryant J. Lizier N. Tsuchiya Ben D. Fulcher 32 36 0 28 Jan 2022
Towards Similarity-Aware Time-Series Classification Daochen Zha Kwei-Herng Lai Kaixiong Zhou Xia Hu AI4TS 21 24 0 05 Jan 2022
Time-Incremental Learning from Data Using Temporal Logics Erfan Aasi Mingyu Cai C. Vasile C. Belta 13 1 0 28 Dec 2021
Dynamic Time Warping Clustering to Discover Socio-Economic Characteristics in Smart Water Meter Data D. Steffelbauer E. Blokker S. Buchberger A. Knobbe E. Abraham 14 8 0 27 Dec 2021
Video2Skill: Adapting Events in Demonstration Videos to Skills in an Environment using Cyclic MDP Homomorphisms S. Sontakke Sumegh Roychowdhury Mausoom Sarkar Nikaash Puri Balaji Krishnamurthy Laurent Itti 28 1 0 08 Sep 2021
Residual Networks as Flows of Velocity Fields for Diffeomorphic Time Series Alignment Hao Huang Boulbaba Ben Amor Xichan Lin Fan Zhu Yi Fang AI4TS MedIm 8 6 0 22 Jun 2021
Riemannian Convex Potential Maps Samuel N. Cohen Brandon Amos Y. Lipman 15 22 0 18 Jun 2021
ICDAR 2021 Competition on On-Line Signature Verification Ruben Tolosana R. Vera-Rodríguez Carlos Gonzalez-Garcia Julian Fierrez S. Rengifo ... Mohamad Wehbi Dario Zanca Sumaiya Ahmad Sarthak Mishra S. Jabin 27 17 0 01 Jun 2021
An Empirical Study of Graph-Based Approaches for Semi-Supervised Time Series Classification Dominik Alfke Miriam Gondos Lucile Peroche Martin Stoll AI4TS 37 2 0 16 Apr 2021
Deep Time Series Forecasting with Shape and Temporal Criteria Vincent Le Guen Nicolas Thome AI4TS 32 27 0 09 Apr 2021
Learning by Aligning Videos in Time S. Haresh Sateesh Kumar Huseyin Coskun S. N. Syed Andrey Konin M. Zia Quoc-Huy Tran AI4TS 18 64 0 31 Mar 2021
Clustering Interval-Censored Time-Series for Disease Phenotyping Irene Y. Chen Rahul G. Krishnan David Sontag OOD 11 16 0 13 Feb 2021
An Embarrassingly Simple Model for Dialogue Relation Extraction Fuzhao Xue Aixin Sun Hao Zhang Jinjie Ni E. Chng 19 27 0 27 Dec 2020
End-To-End Dilated Variational Autoencoder with Bottleneck Discriminative Loss for Sound Morphing -- A Preliminary Study Matteo Lionello Hendrik Purwins 17 0 0 19 Nov 2020
DeepNAG: Deep Non-Adversarial Gesture Generation M. Maghoumi E. Taranta J. Laviola 16 21 0 18 Nov 2020
Probabilistic Time Series Forecasting with Structured Shape and Temporal Diversity Vincent Le Guen Nicolas Thome AI4TS 18 26 0 14 Oct 2020
Boosting Continuous Sign Language Recognition via Cross Modality Augmentation Junfu Pu Wen-gang Zhou Hezhen Hu Houqiang Li 38 108 0 11 Oct 2020
Generative Melody Composition with Human-in-the-Loop Bayesian Optimization Yijun Zhou Yuki Koyama Masataka Goto Takeo Igarashi 26 21 0 07 Oct 2020
SHERLock: Self-Supervised Hierarchical Event Representation Learning Sumegh Roychowdhury S. Sontakke Nikaash Puri Mausoom Sarkar Milan Aggarwal Pinkesh Badjatiya Balaji Krishnamurthy Laurent Itti SSL DRL 27 1 0 06 Oct 2020
Deep learning for time series classification Hassan Ismail Fawaz BDL AI4TS 38 35 0 01 Oct 2020