Direct Discriminative Optimization: Your Likelihood-Based Visual Generative Model is Secretly a GAN Discriminator

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research.nvidia.com/labs/cosmos-lab/ddoDirect Discriminative Optimization: Your Likelihood-Based Visual Generative Model is Secretly a GAN Discriminator
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Venue
ICML 2025 Spotlight
Year
2025
First author
Kaiwen Zheng
Field
visual generative models
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NVIDIA Cosmos Lab shared project-page template (style.css + project.css, filled by project.js)
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Light

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Most finished-looking page in the pool. Branded top bar, a vivid green accent that ties title, pill buttons and the venue tag together, and every section sits in a soft rounded card on a tinted background. The teaser, abstract and pipeline are clearly framed, and the rhythm stays consistent.

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Direct Discriminative Optimization: Your Likelihood-Based Visual Gener Abstract · Method · Results · BibTeX — 0123456789
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Direct Discriminative Optimization: Your Likelihood-Based Visual Gener Abstract · Method · Results · BibTeX — 0123456789

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