Diffusion Models

Placing Any Object at Any 3D Position

3D-aware object placement and image composition with diffusion models.

junhao-zhang

Distilling Multi-view Diffusion Models into 3D Generators

Fast single-image-to-3D Gaussian generation via multi-view diffusion distillation.

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Hao Qin

3D Gaussian Generation

Fast and controllable 3D asset generation with 3D Gaussian Splatting, diffusion distillation, and single-image-to-3D pipelines.

3D-aware Visual Composition

Methods that connect image generation, depth, object identity, and 3D spatial constraints for controllable visual composition.