Search Results for author: Supreeth Mysore Venkatesh

Found 3 papers, 3 papers with code

Q-Seg: Quantum Annealing-based Unsupervised Image Segmentation

1 code implementation21 Nov 2023 Supreeth Mysore Venkatesh, Antonio Macaluso, Marlon Nuske, Matthias Klusch, Andreas Dengel

Thus, Q-Seg emerges as a viable alternative for real-world applications using available quantum hardware, particularly in scenarios where the lack of labeled data and computational runtime are critical.

Earth Observation Image Segmentation +3

GCS-Q: Quantum Graph Coalition Structure Generation

1 code implementation21 Dec 2022 Supreeth Mysore Venkatesh, Antonio Macaluso, Matthias Klusch

The problem of generating an optimal coalition structure for a given coalition game of rational agents is to find a partition that maximizes their social welfare and is known to be NP-hard.

BILP-Q: Quantum Coalition Structure Generation

1 code implementation28 Apr 2022 Supreeth Mysore Venkatesh, Antonio Macaluso, Matthias Klusch

Quantum AI is an emerging field that uses quantum computing to solve typical complex problems in AI.

Combinatorial Optimization

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