4d_2023.md

January 9, 2025 ยท View on GitHub

๐ŸŽ‰ 2023 Accepted

TaskYearTitleVenuePaperCodeProject Page
2023Text-To-4D Dynamic Scene GenerationICML 2023Link--Link
20234D-fy: Text-to-4D Generation Using Hybrid Score Distillation SamplingCVPR 2024LinkLinkLink
2023Align Your Gaussians: Text-to-4D with Dynamic 3D Gaussians and Composed Diffusion ModelsCVPR 2024Link--Link
2023Dream-in-4D: A Unified Approach for Text- and Image-guided 4D Scene GenerationCVPR 2024LinkLinkLink
2023Control4D: Efficient 4D Portrait Editing with TextCVPR 2024Link--Link
2023Consistent4D: Consistent 360ยฐ Dynamic Object Generation from Monocular VideoICLR 2024LinkLinkLink
Accepted Papers References
%accepted papers

%text to 4d
@article{singer2023text4d,
  author = {Singer, Uriel and Sheynin, Shelly and Polyak, Adam and Ashual, Oron and
           Makarov, Iurii and Kokkinos, Filippos and Goyal, Naman and Vedaldi, Andrea and
           Parikh, Devi and Johnson, Justin and Taigman, Yaniv},
  title = {Text-To-4D Dynamic Scene Generation},
  journal = {arXiv:2301.11280},
  year = {2023},
}

@article{bah20244dfy,
  author = {Bahmani, Sherwin and Skorokhodov, Ivan and Rong, Victor and Wetzstein, Gordon and Guibas, Leonidas and Wonka, Peter and Tulyakov, Sergey and Park, Jeong Joon and Tagliasacchi, Andrea and Lindell, David B.},
  title = {4D-fy: Text-to-4D Generation Using Hybrid Score Distillation Sampling},
  journal = {IEEE Conference on Computer Vision and Pattern Recognition ({CVPR})},
  year = {2024},
}

@article{ling2023alignyourgaussians,
    title={Align Your Gaussians: Text-to-4D with Dynamic 3D Gaussians and Composed Diffusion Models},
    author={Ling, Huan and Kim, Seung Wook and Torralba, Antonio and Fidler, Sanja and Kreis, Karsten},
    title={arXiv preprint arXiv:2312.13763},
    year={2023}
}

%text/Image to 4d
@InProceedings{zheng2024unified,
    title     = {A Unified Approach for Text- and Image-guided 4D Scene Generation},
    author    = {Yufeng Zheng and Xueting Li and Koki Nagano and Sifei Liu and Otmar Hilliges and Shalini De Mello},
    booktitle = {CVPR},
    year      = {2024}
}

% Text to 4D Editing
@inproceedings{shao2024control4d,
  title={Control4d: Efficient 4d portrait editing with text},
  author={Shao, Ruizhi and Sun, Jingxiang and Peng, Cheng and Zheng, Zerong and Zhou, Boyao and Zhang, Hongwen and Liu, Yebin},
  booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
  pages={4556--4567},
  year={2024}
}

% video to 4d
@inproceedings{
jiang2024consistentd,
title={Consistent4D: Consistent 360{\textdegree} Dynamic Object Generation from Monocular Video},
author={Yanqin Jiang and Li Zhang and Jin Gao and Weiming Hu and Yao Yao},
booktitle={The Twelfth International Conference on Learning Representations},
year={2024},
url={https://openreview.net/forum?id=sPUrdFGepF}
}

๐Ÿ’ก 2023 ArXiv

TaskYearTitleArXiv TimePaperCodeProject Page
2023Animate124: Animating One Image to 4D Dynamic Scene24 Nov 2023LinkLinkLink
20234DGen: Grounded 4D Content Generation with Spatial-temporal Consistency28 Dec 2023LinkLinkLink
2023DreamGaussian4D:Generative 4D Gaussian Splatting28 Dec 2023LinkLinkLink
ArXiv Papers References
%axiv papers

% single image to 4d
@article{zhao2023animate124,
  author    = {Zhao, Yuyang and Yan, Zhiwen and Xie, Enze and Hong, Lanqing and Li, Zhenguo and Lee, Gim Hee},
  title     = {Animate124: Animating One Image to 4D Dynamic Scene},
  journal   = {arXiv preprint arXiv:2311.14603},
  year      = {2023},
}

% video to 4d
@article{yin20234dgen,
  title={4DGen: Grounded 4D Content Generation with Spatial-temporal Consistency},
  author={},
  journal={arXiv preprint: 2312.17225},
  year={2023}
}

% single image/video to 4d
@article{ren2023dreamgaussian4d,
  title={DreamGaussian4D: Generative 4D Gaussian Splatting},
  author={Ren, Jiawei and Pan, Liang and Tang, Jiaxiang and Zhang, Chi and Cao, Ang and Zeng, Gang and Liu, Ziwei},
  journal={arXiv preprint arXiv:2312.17142},
  year={2023}
}