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Free-form video inpainting with 3d gated convolution and temporal patchgan

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2025 1

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OutDreamer: Video Outpainting with a Diffusion Transformer

cs.CV · 2025-06-27 · conditional · novelty 6.0

OutDreamer couples a diffusion transformer with mask-driven self-attention and a latent alignment loss to outpaint videos in a zero-shot manner, exceeding prior zero-shot baselines on standard benchmarks.

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  • OutDreamer: Video Outpainting with a Diffusion Transformer cs.CV · 2025-06-27 · conditional · none · ref 2

    OutDreamer couples a diffusion transformer with mask-driven self-attention and a latent alignment loss to outpaint videos in a zero-shot manner, exceeding prior zero-shot baselines on standard benchmarks.