conftrace_

time series

435 papers

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Also known as

TS

Co-occurring keywords

time series analysis (175) representation learning (6206) gaussian process (1200) bayesian inference (1907) variational inference (2069) causal inference (1630) causal discovery (460) dynamical system (398) time series forecasting (364) recurrent neural network (1790)

Papers

ProMedTS: A Self-Supervised, Prompt-Guided Multimodal Approach for Integrating Medical Text and Time Series ACL 2025
CoFinDiff: Controllable Financial Diffusion Model for Time Series Generation IJCAI 2025
T2S: High-resolution Time Series Generation with Text-to-Series Diffusion Models IJCAI 2025
TS-CLIP: Time Series Understanding by CLIP EMNLP 2025
Same Company, Same Signal: The Role of Identity in Earnings Call Transcripts ACL 2025
PyTorch-Lifestream: Learning Embeddings on Discrete Event Sequences IJCAI 2025
Hubness Change Point Detection AAAI 2025
Long-Term Development of Attitudes towards Schizophrenia and Depression in Scientific Abstracts ACL 2025
FLARE: A Framework for Stellar Flare Forecasting Using Stellar Physical Properties and Historical Records IJCAI 2025
RhythmMamba: Fast, Lightweight, and Accurate Remote Physiological Measurement AAAI 2025
Universality of Real Minimal Complexity Reservoir AAAI 2025
A Dynamic Stiefel Graph Neural Network for Efficient Spatio-Temporal Time Series Forecasting IJCAI 2025
Modeling Latent Non-Linear Dynamical System over Time Series AAAI 2025
Enhancing Masked Time-Series Modeling via Dropping Patches AAAI 2025
ExPERT: Modeling Human Behavior Under External Stimuli Aware Personalized MTPP AAAI 2025
ClimSim-Online: A Large Multi-Scale Dataset and Framework for Hybrid Physics-ML Climate Emulation JMLR 2025
Multimodal Language Models for Financial Forecasting from Interleaved Sequences of Text and Time Series IJCNLP 2025
GG-SSMs: Graph-Generating State Space Models CVPR 2025
RDPI: A Refine Diffusion Probability Generation Method for Spatiotemporal Data Imputation AAAI 2025
Robust and Adaptive AI Models for Medication Usage Forecasting Using ICD-9/10 Code (Student Abstract) AAAI 2025
SMTPD: A New Benchmark for Temporal Prediction of Social Media Popularity CVPR 2025
Fitting ARMA Time Series Models without Identification: A Proximal Approach AISTATS 2024
Efficient Representation Learning of Satellite Image Time Series and Their Fusion for Spatiotemporal Applications AAAI 2024
Shape analysis for time series NIPS 2024
The Multimodal Universe: Enabling Large-Scale Machine Learning with 100 TB of Astronomical Scientific Data NIPS 2024