Neural Rendering Intelligence

Recon3D: High Quality 3D Reconstruction from a Single Image Using Generated Back-View Explicit Priors

Ruiyang Chen,

Mohan Yin,

Jiawei Shen,

Wei Ma

[pdf]

[bibtex]

@InProceedings{Chen_2024_CVPR, author = {Chen, Ruiyang and Yin, Mohan and Shen, Jiawei and Ma, Wei}, title = {Recon3D: High Quality 3D Reconstruction from a Single Image Using Generated Back-View Explicit Priors}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {2802-2811} }

Unveiling the Ambiguity in Neural Inverse Rendering: A Parameter Compensation Analysis

Georgios Kouros,

Minye Wu,

Sushruth Nagesh,

Xianling Zhang,

Tinne Tuytelaars

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Kouros_2024_CVPR, author = {Kouros, Georgios and Wu, Minye and Nagesh, Sushruth and Zhang, Xianling and Tuytelaars, Tinne}, title = {Unveiling the Ambiguity in Neural Inverse Rendering: A Parameter Compensation Analysis}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {2832-2841} }

SAD-GS: Shape-aligned Depth-supervised Gaussian Splatting

Pou-Chun Kung,

Seth Isaacson,

Ram Vasudevan,

Katherine A. Skinner

[pdf]

[bibtex]

@InProceedings{Kung_2024_CVPR, author = {Kung, Pou-Chun and Isaacson, Seth and Vasudevan, Ram and Skinner, Katherine A.}, title = {SAD-GS: Shape-aligned Depth-supervised Gaussian Splatting}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {2842-2851} }

Neural Fields for Co-Reconstructing 3D Objects from Incidental 2D Data

Dylan Campbell,

Eldar Insafutdinov,

Joao F. Henriques,

Andrea Vedaldi

[pdf] [supp]

[bibtex]

@InProceedings{Campbell_2024_CVPR, author = {Campbell, Dylan and Insafutdinov, Eldar and Henriques, Joao F. and Vedaldi, Andrea}, title = {Neural Fields for Co-Reconstructing 3D Objects from Incidental 2D Data}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {2883-2893} }

NeRF as Pretraining at Scale: Generalizable 3D-Aware Semantic Representation Learning from View Prediction

Wenyan Cong,

Hanxue Liang,

Zhiwen Fan,

Peihao Wang,

Yifan Jiang,

Dejia Xu,

A. Cengiz Oztireli,

Zhangyang Wang

[pdf] [supp]

[bibtex]

@InProceedings{Cong_2024_CVPR, author = {Cong, Wenyan and Liang, Hanxue and Fan, Zhiwen and Wang, Peihao and Jiang, Yifan and Xu, Dejia and Oztireli, A. Cengiz and Wang, Zhangyang}, title = {NeRF as Pretraining at Scale: Generalizable 3D-Aware Semantic Representation Learning from View Prediction}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {2872-2882} }

Analyzing the Internals of Neural Radiance Fields

Lukas Radl,

Andreas Kurz,

Michael Steiner,

Markus Steinberger

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Radl_2024_CVPR, author = {Radl, Lukas and Kurz, Andreas and Steiner, Michael and Steinberger, Markus}, title = {Analyzing the Internals of Neural Radiance Fields}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {2822-2831} }

GHNeRF: Learning Generalizable Human Features with Efficient Neural Radiance Fields

Arnab Dey,

Di Yang,

Rohith Agaram,

Antitza Dantcheva,

Andrew I. Comport,

Srinath Sridhar,

Jean Martinet

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Dey_2024_CVPR, author = {Dey, Arnab and Yang, Di and Agaram, Rohith and Dantcheva, Antitza and Comport, Andrew I. and Sridhar, Srinath and Martinet, Jean}, title = {GHNeRF: Learning Generalizable Human Features with Efficient Neural Radiance Fields}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {2812-2821} }

SLAIM: Robust Dense Neural SLAM for Online Tracking and Mapping

Vincent Cartillier,

Grant Schindler,

Irfan Essa

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Cartillier_2024_CVPR, author = {Cartillier, Vincent and Schindler, Grant and Essa, Irfan}, title = {SLAIM: Robust Dense Neural SLAM for Online Tracking and Mapping}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {2862-2871} }

CoLa-SDF: Controllable Latent StyleSDF for Disentangled 3D Face Generation

Rahul Dey,

Bernhard Egger,

Vishnu Naresh Boddeti,

Ye Wang,

Tim K. Marks

[pdf] [supp]

[bibtex]

@InProceedings{Dey_2024_CVPR, author = {Dey, Rahul and Egger, Bernhard and Boddeti, Vishnu Naresh and Wang, Ye and Marks, Tim K.}, title = {CoLa-SDF: Controllable Latent StyleSDF for Disentangled 3D Face Generation}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {2852-2861} }

Localised-NeRF: Specular Highlights and Colour Gradient Localising in NeRF

Dharmendra Selvaratnam,

Dena Bazazian

[pdf]

[bibtex]

@InProceedings{Selvaratnam_2024_CVPR, author = {Selvaratnam, Dharmendra and Bazazian, Dena}, title = {Localised-NeRF: Specular Highlights and Colour Gradient Localising in NeRF}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {2791-2801} }