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Brian Bernhard Moser

2 accepted papers

2025

TKG-DM: Training-free Chroma Key Content Generation Diffusion Model

CVPR 2025highlight

Diffusion models have enabled the generation of high-quality images with a strong focus on realism and textual fidelity. Yet, large-scale text-to-image models, such as Stable Diffusion, struggle to generate images where foreground objects are placed over a chroma key background, limiting their abili…

2025

Unlocking Dataset Distillation with Diffusion Models

NeurIPS 2025spotlight

Dataset distillation seeks to condense datasets into smaller but highly representative synthetic samples. While diffusion models now lead all generative benchmarks, current distillation methods avoid them and rely instead on GANs or autoencoders, or, at best, sampling from a fixed diffusion prior.…

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