3 citations · 3 across the 4 of their papers we have counts for
4 papers
PFStorer: Personalized Face Restoration and Super-Resolution
Tuomas Varanka, Tapani Toivonen, Soumya Tripathy +2
Recent developments in face restoration have achieved remarkable results in producing high-quality and lifelike outputs. The stunning results however often fail to be faithful with…
Power of human-algorithm collaboration in solving combinatorial optimization problems
Tapani Toivonen
Many combinatorial optimization problems are often considered intractable to solve exactly or by approximation. An example of such problem is maximum clique which -- under standard…
Teaching Machine Learning in K-12 Computing Education: Potential and Pitfalls
Matti Tedre, Tapani Toivonen, Juho Kahila +4
Over the past decades, numerous practical applications of machine learning techniques have shown the potential of data-driven approaches in a large number of computing fields. Mach…
Constant factor approximation of MAX CLIQUE
Tapani Toivonen, Janne Karttunen
MAX CLIQUE problem (MCP) is an NPO problem, which asks to find the largest complete sub-graph in a graph (directed or undirected). MCP is well known to be …