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20242026
most citedWinTSR: A Windowed Temporal Saliency Rescaling Method for Interpreting Time Series Deep Learning Models

1 citations · 1 across the 6 of their papers we have counts for

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astro-ph.IM2026

Cosmo3DFlow: Wavelet Flow Matching for Spatial-to-Spectral Compression in Reconstructing the Early Universe

Md. Khairul Islam, Zeyu Xia, Ryan Goudjil +3

Reconstructing the early universe from the evolved present-day universe is a challenging and computationally demanding problem in modern astrophysics. We devise a novel generative…

astro-ph.IM2026

OmniSpectra: A Unified Foundation Model for Universal Spectra Representation Learning

Md Khairul Islam, Judy Fox, Zeyu Xia +1

Standard sequence models encode position by token rank rather than physical coordinate, typically forcing practitioners to destructively resample continuous physical signals such a…