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} }

DiCo-NeRF: Difference of Cosine Similarity for Neural Rendering of Fisheye Driving Scenes
Jiho Choi,
Gyutae Hwang,
Sang Jun Lee
[pdf]
[bibtex]
@InProceedings{Choi_2024_CVPR, author = {Choi, Jiho and Hwang, Gyutae and Lee, Sang Jun}, title = {DiCo-NeRF: Difference of Cosine Similarity for Neural Rendering of Fisheye Driving Scenes}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {7850-7858} }

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} }

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} }

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} }