HART: Hybrid Attention-RWKV Time series Foundation Model
cs.LG
Submitted: 2026-10-09
Updated: 2026-10-09
License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Terminology
Sources
- GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation
- Chronos-2: From Univariate to Universal Forecasting
- A decoder-only foundation model for time-series forecasting
- From Tables to Time: Extending TabPFN-v2 to Time Series Forecasting
- Toto 2.0: Time Series Forecasting Enters the Scaling Era
- Moirai 2.0: When Less Is More for Time Series Forecasting
- Muon is Scalable for LLM Training
- TS-ICL: A Flexible Time-Indexed Foundation Model for Time Series via In-Context Learning
- Eagle and Finch: RWKV with Matrix-Valued States and Dynamic Recurrence
- RWKV-7 "Goose" with Expressive Dynamic State Evolution
- It's TIME: Towards the Next Generation of Time Series Forecasting Benchmarks
- ST-Mamba: Spatial-Temporal Selective State Space Model for Traffic Flow Prediction
- Xihe: Scalable Zero-Shot Time Series Learner Via Hierarchical Interleaved Block Attention
- Kimi K3: Open Frontier Intelligence
- Output Scaling: YingLong-Delayed Chain of Thought in a Large Pretrained Time Series Forecasting Model
- YingLong-weather: AI-Based Limited Area Models for Forecasting of Non-precipitation Surface Meteorological Variables
Related papers
- Polynomial-Augmented Neural Networks (PANNs) with Weak Orthogonality Constraints for Enhanced Function and PDE Approximation
- AIRL-S: Unifying Reinforcement Learning and Search-Based Test-Time Scaling via Adversarial Inverse Reinforcement Learning
- Transformers as Bayesian In-Context Experimenters: Smoothness-Adaptive Efficient ATE Estimation
- Convergence issues in Relational Concept Analysis based on AOC-posets
- Beliefs Beyond Posteriors: The Predictive Cost of ELBO Binding
- Understanding Diffusion Models via Ratio-Based Function Approximation with SignReLU Networks