Michal Mares

According to our database, Michal Mares authored at least 5 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Contrastive Learning as Homophilic Graph Structure Learning.

Pavel Procházka, Michal Mares, Lukás Bajer

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2025

2024

Single-Grasp Deformable Object Discrimination: The Effect of Gripper Morphology, Sensing Modalities, and Action Parameters.

Michal Pliska, Shubhan P. Patni, Michal Mares, Pavel Stoudek, Zdenek Straka, Karla Stépánová, Matej Hoffmann

IEEE Trans. Robotics, 2024

2023

Which Graph Properties Affect GNN Performance for a Given Downstream Task?

Pavel Procházka, Michal Mares, Marek Dedic

Proceedings of the 23rd Conference Information Technologies, 2023

2022

Single-grasp deformable object discrimination: the effect of gripper morphology, sensing modalities, and action parameters.

Michal Pliska, Michal Mares, Pavel Stoudek, Zdenek Straka, Karla Stépánová, Matej Hoffmann

CoRR, 2022

Scalable Graph Size Reduction for Efficient GNN Application.

Pavel Procházka, Michal Mares, Marek Dedic

Proceedings of the 22nd Conference Information Technologies, 2022