MixtureTT performs direct per-stem timbre transfer on polyphonic mixtures via a shared diffusion transformer, outperforming single-stem baselines on SATB choral data while eliminating cascaded separation errors.
High-resolution image synthesis with latent diffusion models
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A windowed cross-attention control method on skip features enables geometry-controlled high-resolution satellite image synthesis from pre-trained diffusion models with better alignment to control maps than prior techniques.
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Remix the Timbre: Diffusion-Based Style Transfer Across Polyphonic Stems
MixtureTT performs direct per-stem timbre transfer on polyphonic mixtures via a shared diffusion transformer, outperforming single-stem baselines on SATB choral data while eliminating cascaded separation errors.
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Efficient Geometry-Controlled High-Resolution Satellite Image Synthesis
A windowed cross-attention control method on skip features enables geometry-controlled high-resolution satellite image synthesis from pre-trained diffusion models with better alignment to control maps than prior techniques.