Time-Transformer: Integrating Local and Global Features for Better Time
Series Generation

Time-Transformer: Integrating Local and Global Features for Better Time Series Generation

18 December 2023

S. Wijewickrema

Stephen O'Leary

Papers citing "Time-Transformer: Integrating Local and Global Features for Better Time Series Generation"

9 / 9 papers shown

Title
Generative Models for Long Time Series: Approximately Equivariant Recurrent Network Structures for an Adjusted Training Scheme Ruwen Fulek Markus Lange-Hegermann AI4TS 40 0 0 08 May 2025
Foundation Models for Time Series: A Survey Siva Rama Krishna Kottapalli Karthik Hubli Sandeep Chandrashekhara Garima Jain Sunayana Hubli Gayathri Botla Ramesh Doddaiah AI4TS AI4CE 27 0 0 05 Apr 2025
Volvo Discovery Challenge at ECML-PKDD 2024 M. Rahat Peyman Sheikholharam Mashhadi Sławomir Nowaczyk Shamik Choudhury Leo Petrin Thorsteinn Rognvaldsson Andreas Voskou Carlo Metta Claudio Savelli 18 1 0 17 Sep 2024
AIGC for Industrial Time Series: From Deep Generative Models to Large Generative Models Lei Ren Haiteng Wang Yang Tang Yang Tang Chunhua Yang AI4TS AI4CE 49 5 0 16 Jul 2024
A Survey of Transformer Enabled Time Series Synthesis Alexander Sommers Logan Cummins Sudip Mittal Shahram Rahimi Maria Seale Joseph Jaboure Thomas Arnold AI4TS 40 2 0 04 Jun 2024
GT-GAN: General Purpose Time Series Synthesis with Generative Adversarial Networks Jinsung Jeon Jeonghak Kim Haryong Song Seunghyeon Cho Noseong Park AI4TS 85 42 0 05 Oct 2022
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 950 20,567 0 17 Apr 2017
C-RNN-GAN: Continuous recurrent neural networks with adversarial training Olof Mogren GAN 77 512 0 29 Nov 2016
Pixel Recurrent Neural Networks Aaron van den Oord Nal Kalchbrenner Koray Kavukcuoglu SSeg GAN 242 2,550 0 25 Jan 2016