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Morteza Mardani
NVIDIA
Interests
Machine Learning
Generative Modeling
Inverse Problems
Latest
BlobGEN-3D: Compositional 3D-Consistent Freeview Image Generation with 3D Blobs
Warped Diffusion: Solving Video Inverse Problems with Image Diffusion Models
Compositional Text-to-Image Generation with Dense Blob Representations
A Variational Perspective on Solving Inverse Problems with Diffusion Models
SMRD: SURE-based Robust MRI Reconstruction with Diffusion Models
Loss-Guided Diffusion Models for Plug-and-Play Controllable Generation
Pseudoinverse-Guided Diffusion Models for Inverse Problems
Neural FFTs for Universal Texture Image Synthesis
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