Research output per year
Research output per year
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Dive into the research topics where Andrea Perin 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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Research output
- 3 Article
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A comparison between humans and AI at recognizing objects in unusual poses
Ollikka, N., Abbas, A., Perin, A., Kilpeläinen, M. & Deny, S., Jan 2025, In: Transactions on Machine Learning Research. 2025, January, p. 1-32 32 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile2 Citations (Scopus)43 Downloads (Pure) -
On the Ability of Deep Networks to Learn Symmetries from Data – A Neural Kernel Theory
Perin, A. & Deny, S., 2025, In: Journal of Machine Learning Research. 26, p. 1-70 70 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile5 Downloads (Pure) -
ViewFusion: Learning Composable Diffusion Models for Novel View Synthesis
Spiegl, B., Perin, A., Deny, S. & Ilin, A., 2025, In: Transactions on Machine Learning Research. 2025-MayResearch output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile1 Downloads (Pure)
Projects
- 1 Active
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Deny NIDL: Moving away from pattern recognition towards visual reasoning with bio-inspired deep learning
Deny, S. (Principal investigator), Perin, A. (Project Member), Khazoum, R. (Project Member), Popadina, A. (Project Member), Krylov, S. (Project Member) & Pöllänen, R. (Project Member)
01/09/2023 → 31/08/2027
Project: RCF Academy Project