Methods

Thresholds for Reconstruction of Random Hypergraphs From Graph Projections COLT 2024 Time-Aware Knowledge Representations of Dynamic Objects with Multidimensional Persistence AAAI 2024 Time-FFM: Towards LM-Empowered Federated Foundation Model for Time Series Forecasting NeurIPS 2024 TimeMixer: Decomposable Multiscale Mixing for Time Series Forecasting ICLR 2024 Time-MMD: Multi-Domain Multimodal Dataset for Time Series Analysis NeurIPS 2024 TimeSiam: A Pre-Training Framework for Siamese Time-Series Modeling ICML 2024 TimesURL: Self-Supervised Contrastive Learning for Universal Time Series Representation Learning AAAI 2024 Time to Cite: Modeling Citation Networks using the Dynamic Impact Single-Event Embedding Model AISTATS 2024 Time Weaver: A Conditional Time Series Generation Model ICML 2024 TimeXer: Empowering Transformers for Time Series Forecasting with Exogenous Variables NeurIPS 2024 TimeX++: Learning Time-Series Explanations with Information Bottleneck ICML 2024 Tiny Time Mixers (TTMs): Fast Pre-trained Models for Enhanced Zero/Few-Shot Forecasting of Multivariate Time Series NeurIPS 2024 Topological Analysis for Detecting Anomalies in dependent sequences: application to Time Series JMLR 2024 Topological data analysis on noisy quantum computers ICLR 2024 Towards a Quantitative Analysis of Coarticulation with a Phoneme-to-Articulatory Model Interspeech 2024 Towards Diverse Perspective Learning with Selection over Multiple Temporal Poolings AAAI 2024 Towards Dynamic Spatial-Temporal Graph Learning: A Decoupled Perspective AAAI 2024 Towards Editing Time Series NeurIPS 2024 Towards the Disappearing Truth: Fine-Grained Joint Causal Influences Learning with Hidden Variable-Driven Causal Hypergraphs in Time Series AAAI 2024 Towards the WhAP Corpus: A Resource for the Study of Italian on WhatsApp COLING 2024 Towards Transparent Time Series Forecasting ICLR 2024 Tracking the Newsworthiness of Public Documents ACL 2024 Translation Equivariant Transformer Neural Processes ICML 2024 TSLANet: Rethinking Transformers for Time Series Representation Learning ICML 2024 U-Mixer: An Unet-Mixer Architecture with Stationarity Correction for Time Series Forecasting AAAI 2024