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06/05/2023
Complex Preferences for Different Convergent Priors in Discrete Graph Diffusion
Diffusion models have achieved state-of-the-art performance in generatin...
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02/07/2023
GraphGUIDE: interpretable and controllable conditional graph generation with discrete Bernoulli diffusion
Diffusion models achieve state-of-the-art performance in generating real...
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01/25/2023
Improving Graph Generation by Restricting Graph Bandwidth
Deep graph generative modeling has proven capable of learning the distri...
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10/21/2022
Conditional Diffusion with Less Explicit Guidance via Model Predictive Control
How much explicit guidance is necessary for conditional diffusion? We co...
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04/09/2021