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    LDM-is-AE proposes image generation without a pretrained VAE

    A post sharing the paper says it reinterprets DiT as an autoencoder and learns latent representations jointly with denoising.

    KK
    1 Source, 11h ago, first seen 11h ago

    TLDR

    The post says LDM-is-AE’s diffusion-native latent removes the need for a pretrained VAE and improves ImageNet image generation to an FID of 1.80.

    Combined views

    3

    1 Source, first seen 11h ago

    9 reposts

    Combined views

    3

    1 Source, first seen 11h ago

    9 reposts

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    1 Source

    @kastnerkyleRT @shumpeiMaxwell: LDM-is-AE: Latent Diffusion Model is an Auto-Encoder for End-to-End Image Generation TL;DR: Reinterprets DiT as an aut…

    1 Source

    @kastnerkyleRT @shumpeiMaxwell: LDM-is-AE: Latent Diffusion Model is an Auto-Encoder for End-to-End Image Generation TL;DR: Reinterprets DiT as an aut…