Research output per year
Research output per year
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Dive into the research topics where Rui Li 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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Flatness Improves Backbone Generalisation in Few-Shot Classification
Li, R., Trapp, M., Klasson, M. & Solin, A., 2025, Proceedings - 2025 IEEE Winter Conference on Applications of Computer Vision, WACV 2025. IEEE, p. 1072-1089 18 p. (IEEE Workshop on Applications of Computer Vision).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open Access2 Citations (Scopus) -
Streamlining Prediction in Bayesian Deep Learning
Li, R., Klasson, M., Solin, A. & Trapp, M., 2025, 13th International Conference on Learning Representations, ICLR 2025. Curran Associates Inc., p. 69295-69325 31 p.Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open AccessFile1 Citation (Scopus)10 Downloads (Pure) -
Improving Hyperparameter Learning under Approximate Inference in Gaussian Process Models
Li, R., John, S. & Solin, A., Jul 2023, Proceedings of the 40th International Conference on Machine Learning. Krause, A., Brunskill, E., Cho, K., Engelhardt, B., Sabato, S. & Scarlett, J. (eds.). JMLR, p. 19595-19615 21 p. (Proceedings of Machine Learning Research; vol. 202).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open AccessFile92 Downloads (Pure) -
The Robust Semantic Segmentation UNCV2023 Challenge Results
Yu, X., Zuo, Y., Wang, Z., Zhang, X., Zhao, J., Yang, Y., Jiao, L., Peng, R., Wang, X., Zhang, J., Zhang, K., Liu, F., Alcover-Couso, R., SanMiguel, J. C., Escudero-Viñolo, M., Tian, H., Matsui, K., Wang, T., Adan, F. & Gao, Z. & 17 others, , 2023, 2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW). IEEE, p. 4620-4630 (IEEE International Conference on Computer Vision Workshops; vol. 2023).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open Access2 Citations (Scopus) -
A Look at Improving Robustness in Visual-inertial SLAM by Moment Matching
Solin, A., Li, R. & Pilzer, A., 2022, Proceedings of the 25th International Conference on Information Fusion, FUSION 2022. International Society of Information FusionResearch output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open AccessFile2 Citations (Scopus)182 Downloads (Pure)
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BERMUDA Solin: BERMUDA : Spatial Artificial Intelligence for Visual Geometry and Immersion
Solin, A. (Principal investigator), Wang, Y. (Project Member), Tamir, E. (Project Member) & Li, R. (Project Member)
01/09/2024 → 31/08/2028
Project: RCF Academy Project
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Solin Arno AT-kulut jatko: Probabilistic principles for latent space exploration in deep learning
Solin, A. (Principal investigator), Verma, P. (Project Member), Li, R. (Project Member) & Wang, H. (Project Member)
01/09/2024 → 31/08/2026
Project: RCF Academy Research Fellow: Research costs
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Solin Arno AT kulut /AoF costs: Probabilistic principles for latent space exploration in deep learning
Solin, A. (Principal investigator), Tamir, E. (Project Member), Verma, P. (Project Member), Wang, H. (Project Member) & Li, R. (Project Member)
01/09/2021 → 31/12/2024
Project: RCF Academy Research Fellow: Research costs
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-: Shallow models meet deep vision
Solin, A. (Principal investigator), Mereu, R. (Project Member), Trapp, M. (Project Member), Wang, H. (Project Member), Tamir, E. (Project Member), Li, R. (Project Member), Verma, P. (Project Member) & Chang, P. (Project Member)
01/09/2019 → 31/08/2023
Project: Academy of Finland: Other research funding