Publications
Please visit our researchers’ Google Scholar profiles for a list of all publications.
| Researcher | Google Scholar Profiles |
|---|---|
| Professor Simon Lucey | |
| Professor Anton van den Hengel | |
| Dr Hemanth Saratchandran | |
| Dr Yuanhong Chen | View publications |
The authors acknowledge financial support from Commonwealth Bank of Australia under the CommBank Centre for Foundational AI Research. The collaboration facilitated by this funding has significantly contributed to the progress of this research.
Notable publications
Conference presentations
Albert, P., Zhang, F., Saratchandran, H., van den Hengel, A. and Abbasnejad, E., Towards higher effective rank in parameter-efficient fine-tuning using Khatri-Rao product. 2025 International Conference on Computer Vision (ICCV), Honolulu, USA, 19–23 Oct 2025 (accepted for publication)
Ji, Y., Saratchandran, H., Gordon, C., Zhang, Z., & Lucey, S. Efficient Learning With Sine-Activated Low-rank Matrices, International Conference on Learning Presentations (ICLR) 2025
Ji, Y., Saratchandran, H., Moghadam, P. and Lucey, S., Always skip attention. 2025 International Conference on Computer Vision (ICCV), Honolulu, USA, 19–23 Oct 2025 (accepted for publication)
Saratchandran, H. and Lucey, S., Enhancing Transformers Through Conditioned Embedded Tokens, 2025 International Conference on Computer Vision (ICCV), Honolulu, USA, 19–23 Oct 2025 (accepted for publication)
Shinnick, Z., Jiang, L., Saratchandran, H., Hengel, A., and Teney, D., Transformers Pretrained on Procedural Data Contain Modular Structures for Algorithmic Reasoning, International Conference on Machine Learning (ICML), presented at MOSS Workshop, Vancouver, 13–19 July 2025