FlexMDM is a discrete diffusion model that provably supports any-order generation over variable-length sequences by learning an insertion expectation alongside the unmasking posterior, validated by length-fidelity, maze-planning, and 8B-retrofit experiments.
Gemini diffusion, 2025
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Any-Order Flexible Length Masked Diffusion
FlexMDM is a discrete diffusion model that provably supports any-order generation over variable-length sequences by learning an insertion expectation alongside the unmasking posterior, validated by length-fidelity, maze-planning, and 8B-retrofit experiments.