changing-look agn 1mid-infrared emission 1multiwavelength variability 1radio outflows 1x-ray rebrightening 1
From the 1 of 58 papers with an AI index.
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- Chinese Academy of SciencesCN24 papers
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cs.LG2026
Reconstructing Multi-Scale Physical Fields from Extremely Sparse Measurements with an Autoencoder-Diffusion Cascade
Letian Yi, Tingpeng Zhang, Mingyuan Zhou +3
Extreme sensor sparsity makes full-field reconstruction a fundamentally ill-posed problem in scientific sensing,where the goal is to infer physical fields from sparse measurements.…
cs.LG2026
PA-RNet: Perturbation-Aware Residual Network for Robust Multimodal Time Series Forecasting
Enqiang Zhu, Zhenbin Deng, Shengzhi Wang +2
In real-world applications, multimodal time-series forecasting faces a key challenge: textual information is often useful but unreliable. Auxiliary texts may contain irrelevant, am…