Search Results for author: Áron Fóthi

Found 4 papers, 1 papers with code

A Self-Supervised Method for Body Part Segmentation and Keypoint Detection of Rat Images

no code implementations7 May 2024 László Kopácsi, Áron Fóthi, András Lőrincz

Recognition of individual components and keypoint detection supported by instance segmentation is crucial to analyze the behavior of agents on the scene.

Instance Segmentation Keypoint Detection +3

Structural Extensions of Basis Pursuit: Guarantees on Adversarial Robustness

no code implementations5 May 2022 Dávid Szeghy, Mahmoud Aslan, Áron Fóthi, Balázs Mészáros, Zoltán Ádám Milacski, András Lőrincz

While deep neural networks are sensitive to adversarial noise, sparse coding using the Basis Pursuit (BP) method is robust against such attacks, including its multi-layer extensions.

Adversarial Robustness

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