arXiv cs.AI / cs.LG / cs.CL·3d agoLearning Collective Dynamics with Differentiable Gaussian Representations#differentiable-gaussian-dynamics#gaussian-mixture#deeparAI research
arXiv cs.AI / cs.LG / cs.CL·8d agoTime series generation with spectrally aligned latent flow matching#time-series#flow-matching#generative-modelsAI research
arXiv cs.AI / cs.LG / cs.CL·9d agoQUALS: Corpus Equilibrium for Universal Forecasting via Pattern Quantization and Learnability Synchronization#data-curation#foundation-models#time-seriesAI research
arXiv cs.AI / cs.LG / cs.CL·15d agoA Hybrid LSTM-XGBoost Framework for Multi-Horizon Stock Return Prediction Across Diversified Equity Portfolios#lstm#machine-learning#quantitative-financeAI research
arXiv cs.AI / cs.LG / cs.CL·16d agoEvaluating Time-Series Foundation Models and Multimodal Dietary Context for CGM Forecasting#cgm#chronos-bolt#foundation-modelsAI research
Hugging Face Blog·17d agoIBM releases SOTA Granite Time Series PatchTST-FM-r2 model with commercial-friendly license#forecasting#foundation-model#graniteModel release
arXiv cs.AI / cs.LG / cs.CL·18d agoNOAH: Learning the Full Patient Journey. A Longitudinal Multimodal Time-Aware Model for Representation and Forecasting#clinical-forecasting#generative-models#healthcare-aiAI research2
arXiv cs.AI / cs.LG / cs.CL·18d agoMulti-Task Learning for Sparsely-Labeled Time Series: A Case Study on Cold-Hardiness Modeling#agriculture#multi-task-learning#recurrent-neural-networksAI research1
Hugging Face daily papers·22d agoCadence: Error-Bounded Lossy Compression of Demand Time Series with a Time-Series Foundation Model#arithmetic-coding#data-compression#foundation-models1
Hugging Face Blog·24d agoReal-Time Intelligence with IBM Time Series Models on Confluent#confluent#hugging-face#ibmAI tools & infra