Search Results for author: Emre Akbaş

Found 3 papers, 1 papers with code

A Comparison of Deep Learning Models for Proton Background Rejection with the AMS Electromagnetic Calorimeter

no code implementations26 Feb 2024 Raheem Karim Hashmani, Emre Akbaş, Melahat Bilge Demirköz

The currently used methods to reject the proton background at high energies involve extrapolating shower features from the ECAL to use as inputs for boosted decision tree and likelihood classifiers.

Generalized Mask-aware IoU for Anchor Assignment for Real-time Instance Segmentation

no code implementations28 Dec 2023 Barış Can Çam, Kemal Öksüz, Fehmi Kahraman, Zeynep Sonat Baltaci, Sinan Kalkan, Emre Akbaş

This paper introduces Generalized Mask-aware Intersection-over-Union (GmaIoU) as a new measure for positive-negative assignment of anchor boxes during training of instance segmentation methods.

Real-time Instance Segmentation Segmentation +1

MicroExpNet: An Extremely Small and Fast Model For Expression Recognition From Face Images

3 code implementations19 Nov 2017 İlke Çuğu, Eren Şener, Emre Akbaş

On the other hand, KD is proved to be useful for model compression for the FER problem, and we discovered that its effects gets more and more significant with the decreasing model size.

Facial Expression Recognition Facial Expression Recognition (FER) +2

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