Unverified50% confidenceFactExact time
DOGS stands for 'Design-space prompting with an Originality-aware GFlowNet Sampler'.
1
Sources
50%
Confidence
Long-term
Relevance
10/9/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedDOGS uses a GFlowNet sampler to generate design graphs, with generation probability proportional to the terminal reward.72% similarUnverifiedDOGS's terminal reward function integrates three dimensions: recognizability, aesthetic quality, and corpus-relative originality.63% similarUnverifiedIn DOGS, each design slot only takes values from a closed design-level vocabulary, and any tokens that could induce infringement or harm are removed during the parsing stage.62% similar
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