Jiaxu Liu

Wenke E, Yixin Sun, Jiaxu Liu, Hubert P. H. Shum, Amir Atapour-Abarghouei and Toby P. Breckon, "KD360-VoxelBEV: LiDAR and 360-Degree Camera Cross Modality Knowledge Distillation for Bird’s-Eye-View Segmentation," in Proceedings of the 2026 IEEE/CVF Winter Conference on Applications of Computer Vision, 2026.

@inproceedings{e26kd360,
 author={E, Wenke and Sun, Yixin and Liu, Jiaxu and Shum, Hubert P. H. and Atapour-Abarghouei, Amir and Breckon, Toby P.},
 booktitle={Proceedings of the 2026 IEEE/CVF Winter Conference on Applications of Computer Vision},
 title={KD360-VoxelBEV: LiDAR and 360-Degree Camera Cross Modality Knowledge Distillation for Bird’s-Eye-View Segmentation},
 year={2026},
}

TY  - CONF
AU  - E, Wenke
AU  - Sun, Yixin
AU  - Liu, Jiaxu
AU  - Shum, Hubert P. H.
AU  - Atapour-Abarghouei, Amir
AU  - Breckon, Toby P.
T2  - Proceedings of the 2026 IEEE/CVF Winter Conference on Applications of Computer Vision
TI  - KD360-VoxelBEV: LiDAR and 360-Degree Camera Cross Modality Knowledge Distillation for Bird’s-Eye-View Segmentation
PY  - 2026
ER  - 

Jiaxu Liu, Li Li, Hubert P. H. Shum and Toby P. Breckon, "TFDM: Time-Variant Frequency-Based Point Cloud Diffusion with Mamba," arXiv preprint arXiv:2503.13004, 2025.

@article{liu25tfdm,
 author={Liu, Jiaxu and Li, Li and Shum, Hubert P. H. and Breckon, Toby P.},
 journal={arXiv},
 title={TFDM: Time-Variant Frequency-Based Point Cloud Diffusion with Mamba},
 year={2025},
 numpages={10},
 eprint={arXiv:2503.13004},
 archivePrefix={arXiv},
 primaryClass={cs.CV},
 doi={10.48550/arXiv.2503.13004},
 url={https://arxiv.org/abs/2503.13004},
}

TY  - Preprint
AU  - Liu, Jiaxu
AU  - Li, Li
AU  - Shum, Hubert P. H.
AU  - Breckon, Toby P.
JO  - arXiv preprints
SP  - arXiv:2503.13004
KW  - cs.CV
TI  - TFDM: Time-Variant Frequency-Based Point Cloud Diffusion with Mamba
PY  - 2025
DO  - 10.48550/arXiv.2503.13004
ER  - 

Jiaxu Liu, Zhengdi Yu, Toby P. Breckon and Hubert P. H. Shum, "U3DS3: Unsupervised 3D Semantic Scene Segmentation," in WACV '24: Proceedings of the 2024 IEEE/CVF Winter Conference on Applications of Computer Vision, pp. 3759-3768, Hawaii, USA, IEEE/CVF, Jan 2024.

@inproceedings{liu24u3ds3,
 author={Liu, Jiaxu and Yu, Zhengdi and Breckon, Toby P. and Shum, Hubert P. H.},
 booktitle={Proceedings of the 2024 IEEE/CVF Winter Conference on Applications of Computer Vision},
 series={WACV '24},
 title={U3DS3: Unsupervised 3D Semantic Scene Segmentation},
 year={2024},
 month={1},
 pages={3759--3768},
 numpages={10},
 doi={10.1109/WACV57701.2024.00372},
 publisher={IEEE/CVF},
 location={Hawaii, USA},
}

TY  - CONF
AU  - Liu, Jiaxu
AU  - Yu, Zhengdi
AU  - Breckon, Toby P.
AU  - Shum, Hubert P. H.
T2  - Proceedings of the 2024 IEEE/CVF Winter Conference on Applications of Computer Vision
TI  - U3DS3: Unsupervised 3D Semantic Scene Segmentation
PY  - 2024
Y1  - 1 2024
SP  - 3759
EP  - 3768
DO  - 10.1109/WACV57701.2024.00372
PB  - IEEE/CVF
ER  -