9 citations · 10 across the 3 of their papers we have counts for
3 papers
cs.CV2024★ 1 cited
A Self-Supervised Method for Body Part Segmentation and Keypoint Detection of Rat Images
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. Such systems could be used…
cs.LG2022
Structural Extensions of Basis Pursuit: Guarantees on Adversarial Robustness
Dávid Szeghy, Mahmoud Aslan, Áron Fóthi +3
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 extension…
cs.CV2017★ 9 cited
Fine-tuning deep CNN models on specific MS COCO categories
Daniel Sonntag, Michael Barz, Jan Zacharias +4
Fine-tuning of a deep convolutional neural network (CNN) is often desired. This paper provides an overview of our publicly available py-faster-rcnn-ft software library that can be…