DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps

Cheng Lü, Yuhao Zhou, Fan Bao, +3

arXiv (Cornell University)

Numerical AnalysisEngineeringMachine LearningDiffusion Probabilistic ModelsDiffusion Odes +20

All are Worth Words: A ViT Backbone for Diffusion Models

Fan Bao, Shen Nie, Kaiwen Xue, +4

Convolutional Neural NetworkEngineeringMachine LearningVision TransformersImage Generation +18

ProlificDreamer: High-Fidelity and Diverse Text-to-3D Generation with Variational Score Distillation

Zhengyi Wang, Cheng Lu, Yikai Wang, +4

arXiv (Cornell University)

Distillation Time ScheduleEngineeringMachine LearningGenerative SystemDifferentiable Rendering +15

Generating and exploring good building layouts

Fan Bao, Dong‐Ming Yan, Niloy J. Mitra, +1

ACM Transactions on Graphics

Built EnvironmentArchitectural DesignPortal GraphEngineeringArchitectural Technology +11

DPM-Solver++: Fast Solver for Guided Sampling of Diffusion Probabilistic Models

Cheng Lu, Y. Zhou, Fan Bao, +3

arXiv (Cornell University)

EngineeringMachine LearningDiffusion Probabilistic ModelsMarkov Chain Monte CarloImage Analysis +18

Towards Interpretable Deep Neural Networks by Leveraging Adversarial Examples

Yinpeng Dong, Fan Bao, Hang Su, +1

arXiv (Cornell University)

Artificial IntelligenceConvolutional Neural NetworkEngineeringMachine LearningNeural Networks (Machine Learning) +19

Analytic-DPM: an Analytic Estimate of the Optimal Reverse Variance in Diffusion Probabilistic Models

Fan Bao, Chongxuan Li, Jun Zhu, +1

arXiv (Cornell University)

EngineeringMachine LearningAnalytic EstimateDiffusion Probabilistic ModelsMarkov Chain Monte Carlo +14

EGSDE: Unpaired Image-to-Image Translation via Energy-Guided Stochastic Differential Equations

Min Zhao, Fan Bao, Chongxuan Li, +1

arXiv (Cornell University)

EngineeringMachine LearningImage-to-image TranslationDeblurringImage Analysis +15

Procedural facade variations from a single layout

Fan Bao, Michael Schwarz, Peter Wonka

ACM Transactions on Graphics

EngineeringNew Design VariationsFacade VariationsArchitectural EngineeringComputer-aided Design +15

DPM-Solver++: Fast Solver for Guided Sampling of Diffusion Probabilistic Models

Cheng Lu, Y. Zhou, Fan Bao, +3

Machine Intelligence Research