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Bidirectional temporal alignment boosts climate data super-resolution, achieving superior performance by capturing implicit temporal correlations often ignored in existing models.
TS-RAG redefines time series forecasting by effectively merging input data with retrieved sequences, leading to unprecedented accuracy improvements.
A new GUI agent, OmegaUse, achieves SOTA performance across both mobile and desktop platforms by combining synthetic data generation with a decoupled training strategy, suggesting a promising path towards truly general-purpose agents.