Shin Fang Ch'ng

• Journals

  Year	Citation
  2020	Doan, A. D., Latif, Y., Chin, T. J., Liu, Y., Ch ng, S. F., Do, T. T., & Reid, I. (2020). Visual localization under appearance change: filtering approaches. Neural Computing and Applications, 33(13), 254-261. DOI Scopus2 WoS5

• Conference Papers

  Year	Citation
  2024	Saratchandran, H., Chng, S. -F., Ramasinghe, S., MacDonald, L. E., & Lucey, S. (2024). Curvature-Aware Training for Coordinate Networks. In Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV 2023) Vol. 34 (pp. 13282-13292). online: IEEE. DOI
  2024	Vidanapathirana, K., Chng, S. F., Li, X., & Lucey, S. (2024). Multi-Body Neural Scene Flow. In Proceedings - 2024 International Conference on 3D Vision, 3DV 2024 Vol. 34 (pp. 126-136). Online: IEEE. DOI
  2023	Gordon, C., Chng, S. F., MacDonald, L., & Lucey, S. (2023). On Quantizing Implicit Neural Representations. In Proceedings of the IEEE Winter Conference on Applications of Computer Vision (WACV, 2023) Vol. 34 (pp. 341-350). Online: IEEE. DOI Scopus4
  2022	Chng, S. F., Ramasinghe, S., Sherrah, J., & Lucey, S. (2022). Gaussian Activated Neural Radiance Fields for High Fidelity Reconstruction and Pose Estimation. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Vol. 13693 LNCS (pp. 264-280). Online: Springer. DOI Scopus23 WoS2
  2022	Ch'ng, S. F., Ramasinghe, S., Sherrah, J., & Lucey, S. (2022). GARF: Gaussian Activated Radiance Fields for High Fidelity Reconstruction and Pose Estimation. In Proceedings of the 17th European Conference on Computer Vision (ECCV 2022). Tel Aviv, Israel.
  2021	Parra Bustos, A., Ch'ng, S., Chin, T., Eriksson, A. P., & Reid, I. D. (2021). Rotation Coordinate Descent for Fast Globally Optimal Rotation Averaging. In 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Vol. abs/2103.08292 (pp. 4296-4305). online: IEEE. DOI Scopus7
  2020	Ch'ng, S. F., Sogi, N., Purkait, P., Chin, T. J., & Fukui, K. (2020). Resolving marker pose ambiguity by robust rotation averaging with clique constraints. In Proceedings of the International Conference on Robotics and Automation, as published in IEEE Xplore Vol. abs/1909.11888 (pp. 9680-9686). online: IEEE. DOI Scopus11 WoS6
  2020	Ch'ng, S. F., Sogi, N., Purkait, P., Chin, T. -J., & Fukui, K. (2020). Resolving Marker Pose Ambiguity by Robust Rotation Averaging with Clique Constraints*.. In ICRA (pp. 9680-9686). online: IEEE.
  2020	Chin, T. J., Suter, D., Ch'ng, S. F., & Quach, J. (2020). Quantum Robust Fitting. In H. Ishikawa, C. -L. Liu, T. Pajdla, & J. Shi (Eds.), 15th Asian Conference on Computer Vision, ACCV 2020 Vol. 12622 (pp. 485-499). Switzerland: Springer.
  2019	Ch'ng, S. F., Khosravian Hemami, A., Doan, A., & Chin, T. J. (2019). Outlier-robust manifold pre-integration for INS/GPS fusion. In Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2019) Vol. 33 (pp. 7489-7496). online: IEEE. DOI Scopus11 WoS7
  2019	Doan, A. -D., Latif, Y., Chin, T., Liu, Y., Ch'ng, S., Do, T. -T., & Reid, I. D. (2019). Visual Localization under Appearance Change: A Filtering Approach.. In Proceedings of 2019 Digital Image Computing Techniques and Applications (DICTA) (pp. 254-261). online: IEEE. DOI Scopus3

Tutor

• Foundation of Computer Science.
• Programming MATLAB & C.
• Introduction to Geometric Algorithms

• Current Higher Degree by Research Supervision (University of Adelaide)

  Date	Role	Research Topic	Program	Degree Type	Student Load	Student Name
  2024	Co-Supervisor	Exploring the effects of weight initialisation and architecture modification on the generalisation capability of over-parameterised neural networks	Master of Philosophy	Master	Full Time	Mr Christopher Joseph Fusco

• Position: Grant-Funded Researcher (B) - Defence
• Email: shinfang.chng@adelaide.edu.au
• Campus: North Terrace
• Building: Australian Institute for Machine Learning, floor 2
• Org Unit: Australian Institute for Machine Learning - Projects