【点群処理】Diffusion Model #まとめ編

Index

アルゴリズム

Diffusion Model を利用した点群処理の手法をまとめる.

• Diffusion Model #まとめ編

  • yhayato1320.hatenablog.com
    
    

• 点群処理 #まとめ編

  • yhayato1320.hatenablog.com

TEXTure / 2023

Text-to-3D.

• TEXTure: Text-Guided Texturing of 3D Shapes
  • [2023]
  • arxiv.org

NerfDiff / 2023

• NerfDiff: Single-image View Synthesis with NeRF-guided Distillation from 3D-aware Diffusion
  • [2023]
  • arxiv.org

PC2 / 2023

• PC2: Projection-Conditioned Point Cloud Diffusion for Single-Image 3D Reconstruction
  • [2023]
  • arxiv.org

DiffusioNeRF / 2023

• DiffusioNeRF: Regularizing Neural Radiance Fields with Denoising Diffusion Models
  • [2023]
  • arxiv.org

3DGen / 2023

• 3DGen: Triplane Latent Diffusion for Textured Mesh Generation
  • [2023]
  • arxiv.org

MeshDiffusion / 2023

• MeshDiffusion: Score-based Generative 3D Mesh Modeling
  • [2023]
  • arxiv.org

Comp3D / 2023

• Compositional 3D Scene Generation using Locally Conditioned Diffusion
  • [2023]
  • arxiv.org
  • ryanpo.com

Make-It-3D / 2023

• Make-It-3D: High-Fidelity 3D Creation from A Single Image with Diffusion Prior
  • [2023]
  • arxiv.org
  • make-it-3d.github.io

Instruct 3D-to-3D / 2023

• Instruct 3D-to-3D: Text Instruction Guided 3D-to-3D conversion
  • arxiv.org
  • sony.github.io

HOLODIFFUSION / 2023

• HOLODIFFUSION: Training a 3D Diffusion Model using 2D Images
  • [2023]
  • arxiv.org

HyperDiffusion / 2023

• HyperDiffusion: Generating Implicit Neural Fields with Weight-Space Diffusion
  • [2023]
  • arxiv.org
  • ziyaerkoc.com

ivid / 2023

• 3D-aware Image Generation using 2D Diffusion Models
  • [2023]
  • arxiv.org
  • jeffreyxiang.github.io

ReMoDiffuse / 2023

• ReMoDiffuse: Retrieval-Augmented Motion Diffusion Model
  • [2023]
  • arxiv.org
  • mingyuan-zhang.github.io

GeNVS / 2023

• GeNVS: Generative Novel View Synthesis with 3D-Aware Diffusion Models
  • [2023]
  • arxiv.org
  • nvlabs.github.io

DITTO-NeRF / 2023

• DITTO-NeRF: Diffusion-based Iterative Text To Omni-directional 3D Model
  • [2023]
  • arxiv.org
  • janeyeon.github.io

DiffusionRig / 2023

3D 顔生成.

• DiffusionRig: Learning Personalized Priors for Facial Appearance Editing
  • [2023]
  • arxiv.org
  • diffusionrig.github.io
  • github.com

NeRF

DiffRF

• 【DL輪読会】DiffRF: Rendering-guided 3D Radiance Field Diffusion [N. Muller+ CVPR2023]
  • 【DL輪読会】DiffRF: Rendering-guided 3D Radiance Field Diffusion [N. Muller+ CVPR2023] from Deep Learning JP
    www.slideshare.net

NeuralField-LDM / 2023

• NeuralField-LDM: Scene Generation with Hierarchical Latent Diffusion Models
  • [2023]
  • arxiv.org
  • research.nvidia.com