WaveletEM decomposes EM images with a wavelet transform, runs a diffusion model on low frequencies and a transformer on high frequencies, and reports state-of-the-art LPIPS and speed on the EMDiffuse benchmark.
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Frequency-Aware Dual-Stream Learning for Balanced Realism and Fidelity in Electron Microscopy Imaging
WaveletEM decomposes EM images with a wavelet transform, runs a diffusion model on low frequencies and a transformer on high frequencies, and reports state-of-the-art LPIPS and speed on the EMDiffuse benchmark.