Research output per year
Research output per year
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Dive into the research topics where Ales Leonardis is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Collaborative Learning for 3D Hand-Object Reconstruction and Compositional Action Recognition from Egocentric RGB Videos Using Superquadrics
Tse, T. H. E., Feng, R., Zheng, L., Park, J., Gao, Y., Kim, J., Leonardis, A. & Chang, H. J., 13 Jan 2025, arXiv, 17 p.Research output: Working paper/Preprint › Preprint
File39 Downloads (Pure) -
Transformer-Based Models for Predicting Molecular Structures from Infrared Spectra Using Patch-Based Self-Attention
Wu, W., Leonardis, A., Jiao, J., Jiang, J. & Chen, L., 27 Feb 2025, In: Journal of Physical Chemistry A. 129, 8, p. 2077–2085 9 p.Research output: Contribution to journal › Article › peer-review
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bit2bit: 1-bit quanta video reconstruction via self-supervised photon prediction
Liu, Y., Krull, A., Basevi, H., Leonardis, A. & Jenkins, M., 15 Dec 2024, Advances in Neural Information Processing Systems 37 (NeurIPS 2024). NeurIPS, 43 p. (Advances in neural information processing systems; vol. 37).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile48 Downloads (Pure) -
GeoReF: Geometric Alignment Across Shape Variation for Category-level Object Pose Refinement
Zheng, L., Tse, T. H. E., Wang, C., Sun, Y., Chen, H., Leonardis, A., Zhang, W. & Chang, H. J., 23 Jun 2024, 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE, p. 10693-10703 10 p. (Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Image Denoising and the Generative Accumulation of Photons
Krull, A., Basevi, H., Salmon, B., Zeug, A., Müller, F., Tonks, S., Muppala, L. & Leonardis, A., 9 Apr 2024, 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). IEEE, p. 1528-1537 10 p. (IEEE Workshop on Applications of Computer Vision (WACV)).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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An AI-driven Automated Platform for High-Throughput 5D Fluorescence Imaging and Data Analysis Applied to Cell Signalling and Drug Discovery
Radfar, E. (Researcher), Leonardis, A. (Co-Investigator), Calebiro, D. (Principal Investigator) & Basevi, H. (Researcher)
15/01/25 → 14/07/26
Project: Research
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EPSRC Manufacturing Research Hub in Robotics, Automation & Smart Machine Enabled Sustainable Circular Manufacturing & Materials (RESCu-M2)
Attallah, M. (Co-Investigator), Wang, Y. W. (Co-Investigator), Kendrick, E. (Co-Investigator), Nefti-Meziani, S. (Principal Investigator), Dove, A. (Co-Investigator), Walton, A. (Co-Investigator), Leonardis, A. (Co-Investigator), Pham, D. (Co-Investigator), Davis, S. (Co-Investigator), Freer, M. (Co-Investigator) & Lohse, N. (Co-Investigator)
Engineering & Physical Science Research Council
1/10/24 → 30/09/31
Project: Research Councils
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Physically Plausible Controllable 3D Generative Models
Leonardis, A. (Co-Investigator) & Jiao, J. (Principal Investigator)
1/04/24 → 31/03/28
Project: Industry
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Visual common sense through self-supervised learning for restoration of invisible parts in images
Chang, H. J. (Principal Investigator) & Leonardis, A. (Co-Investigator)
15/09/21 → 31/12/25
Project: Research
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Understanding complex scenes in contained spaces using physics and generative deep learning
Leonardis, A. (Principal Investigator)
1/07/19 → 30/06/30
Project: Industry