Search Results for author: Tapani Toivonen

Found 3 papers, 0 papers with code

PFStorer: Personalized Face Restoration and Super-Resolution

no code implementations13 Mar 2024 Tuomas Varanka, Tapani Toivonen, Soumya Tripathy, Guoying Zhao, Erman Acar

In our approach a restoration model is personalized using a few images of the identity, leading to tailored restoration with respect to the identity while retaining fine-grained details.

Super-Resolution

Power of human-algorithm collaboration in solving combinatorial optimization problems

no code implementations25 Jul 2021 Tapani Toivonen

Many combinatorial optimization problems are often considered intractable to solve exactly or by approximation.

Combinatorial Optimization

Teaching Machine Learning in K-12 Computing Education: Potential and Pitfalls

no code implementations2 Jun 2021 Matti Tedre, Tapani Toivonen, Juho Kaihila, Henriikka Vartiainen, Teemu Valtonen, Ilkka Jormanainen, Arnold Pears

As machine learning enters K-12 computing education, understanding how intuition and agency in the context of such systems is developed becomes a key research area.

BIG-bench Machine Learning

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