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littlekoyo/dl3dv_chunked

DL3DV Post-processed for Less3Depend This dataset is a post-processed version of the DL3DV-10K dataset, specifically prepared for the repository 👉 Less3Depend. The goal of this release is to provide a clean, unified, and research-ready variant of DL3DV that is directly usable in 👉 PixelSplat style. Acknowledgement If you find this dataset useful in your research, please consider citing: 1️⃣ DL3DV Original Dataset: @inproceedings{ling2024dl3dv… See the full description on the dataset page: https://huggingface.co/datasets/littlekoyo/dl3dv_chunked.

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DL3DV Post-processed for Less3Depend

This dataset is a post-processed version of the DL3DV-10K dataset, specifically prepared for the repository 👉 [Less3Depend](https://github.com/ou524u/Less3Depend).

The goal of this release is to provide a clean, unified, and research-ready variant of DL3DV that is directly usable in 👉 PixelSplat style.

Acknowledgement

If you find this dataset useful in your research, please consider citing:

1️⃣ DL3DV Original Dataset:

bibtex

@inproceedings{ling2024dl3dv,
  title={Dl3dv-10k: A large-scale scene dataset for deep learning-based 3d vision},
  author={Ling, Lu and Sheng, Yichen and Tu, Zhi and Zhao, Wentian and Xin, Cheng and Wan, Kun and Yu, Lantao and Guo, Qianyu and Yu, Zixun and Lu, Yawen and others},
  booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
  pages={22160--22169},
  year={2024}
}

2️⃣ Post-processing & Experimental Efforts from Less3Depend:

bibtex

@inproceedings{wang2026less3depend,
    title={The Less You Depend, The More You Learn: Synthesizing Novel Views from Sparse, Unposed Images with Minimal 3D Knowledge},
    author={Haoru Wang and Kai Ye and Minghan Qin and Yangyan Li and Wenzheng Chen and Baoquan Chen},
    booktitle={International Conference on Learning Representations (ICLR)},
    year={2026},
    url={https://openreview.net/forum?id=QXc2NBJFHr}
}

Contact

If you have questions, issues, or would like to build upon this dataset:

—GitHub: https://github.com/ou524u/Less3Depend
—Homepage: https://ou524u.github.io/

Contributions and feedback are welcome.