End-to-End 3D Learning


Artist-Created Mesh Generation from Raw Observation
Yao He,
Youngjoong Kwon,
Wenxiao Cai,
Ehsan Adeli
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{He_2025_ICCV, author = {He, Yao and Kwon, Youngjoong and Cai, Wenxiao and Adeli, Ehsan}, title = {Artist-Created Mesh Generation from Raw Observation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {2642-2647} }

DeepCollide: Scalable Data-Driven High DoF Configuration Space Modeling using Implicit Neural Representations
Gabe Guo,
Judah Goldfeder,
Aniv Ray,
Tony Dear,
Hod Lipson
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Guo_2025_ICCV, author = {Guo, Gabe and Goldfeder, Judah and Ray, Aniv and Dear, Tony and Lipson, Hod}, title = {DeepCollide: Scalable Data-Driven High DoF Configuration Space Modeling using Implicit Neural Representations}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {2668-2678} }

DAPS-AGF: Depth-Aware Perceptual Similarity with Adaptive Gradient Filtering for Enhanced Outdoor Scene Reconstruction
Aqsa Yousaf,
Arkajyoti Mitra,
Paul Agbaje,
Afia Anjum,
Habeeb Olufowobi
[pdf]
[bibtex]
@InProceedings{Yousaf_2025_ICCV, author = {Yousaf, Aqsa and Mitra, Arkajyoti and Agbaje, Paul and Anjum, Afia and Olufowobi, Habeeb}, title = {DAPS-AGF: Depth-Aware Perceptual Similarity with Adaptive Gradient Filtering for Enhanced Outdoor Scene Reconstruction}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {2648-2656} }

CSG-Fusion: Consistent Sparse-View Gaussian Splatting via Matching-based Fusion
Yan Xia,
Wenbo Ji,
Weirong Chen,
Daniel Cremers
[pdf] [supp]
[bibtex]
@InProceedings{Xia_2025_ICCV, author = {Xia, Yan and Ji, Wenbo and Chen, Weirong and Cremers, Daniel}, title = {CSG-Fusion: Consistent Sparse-View Gaussian Splatting via Matching-based Fusion}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {2632-2641} }

EVA-Gaussian: 3D Gaussian-based Real-time Human Novel View Synthesis under Diverse Multi-view Camera Settings
Yingdong Hu,
Zhening Liu,
Jiawei Shao,
Zehong Lin,
Jun Zhang
[pdf] [supp]
[bibtex]
@InProceedings{Hu_2025_ICCV, author = {Hu, Yingdong and Liu, Zhening and Shao, Jiawei and Lin, Zehong and Zhang, Jun}, title = {EVA-Gaussian: 3D Gaussian-based Real-time Human Novel View Synthesis under Diverse Multi-view Camera Settings}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {2613-2622} }

Total-Editing: Head Avatar with Editable Appearance, Motion, and Lighting
Yizhou Zhao,
Chunjiang Liu,
Haoyu Chen,
Bhiksha Raj,
Min Xu,
Tadas Baltrusaitis,
Mitch Rundle,
Hsiangtao Wu,
Kamran Ghasedi
[pdf] [supp]
[bibtex]
@InProceedings{Zhao_2025_ICCV, author = {Zhao, Yizhou and Liu, Chunjiang and Chen, Haoyu and Raj, Bhiksha and Xu, Min and Baltrusaitis, Tadas and Rundle, Mitch and Wu, Hsiangtao and Ghasedi, Kamran}, title = {Total-Editing: Head Avatar with Editable Appearance, Motion, and Lighting}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {2601-2612} }

PointSeg: A Training-Free Paradigm for 3D Scene Segmentation via Foundation Models
Qingdong He,
Jinlong Peng,
Zhengkai Jiang,
Xiaobin Hu,
Jiangning Zhang
[pdf] [arXiv]
[bibtex]
@InProceedings{He_2025_ICCV, author = {He, Qingdong and Peng, Jinlong and Jiang, Zhengkai and Hu, Xiaobin and Zhang, Jiangning}, title = {PointSeg: A Training-Free Paradigm for 3D Scene Segmentation via Foundation Models}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {2657-2667} }

PU-Gaussian: Point Cloud Upsampling using 3D Gaussian Representation
Mahmoud Khater,
Mona Strauss,
Philipp Von Olshausen,
Alexander Reiterer
[pdf]
[bibtex]
@InProceedings{Khater_2025_ICCV, author = {Khater, Mahmoud and Strauss, Mona and Von Olshausen, Philipp and Reiterer, Alexander}, title = {PU-Gaussian: Point Cloud Upsampling using 3D Gaussian Representation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {2623-2631} }