Search Results for author: Mohammadjavad Matinkia

Found 2 papers, 1 papers with code

Learning Diffeomorphism for Image Registration with Time-Continuous Networks using Semigroup Regularization

no code implementations29 May 2024 Mohammadjavad Matinkia, Nilanjan Ray

As one of the fundamental properties of flow maps, we exploit the semigroup property as the only form of regularization, ensuring temporally continuous diffeomorphic flows between pairs of images.

Maximum Entropy Weighted Independent Set Pooling for Graph Neural Networks

1 code implementation3 Jul 2021 Amirhossein Nouranizadeh, Mohammadjavad Matinkia, Mohammad Rahmati, Reza Safabakhsh

We evaluate our method, referred to as Maximum Entropy Weighted Independent Set Pooling (MEWISPool), on graph classification tasks and the combinatorial optimization problem of the maximum independent set.

Combinatorial Optimization Graph Classification +1

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