Ilkay Ulusoy | DeepAI

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Featured Co-authors

Erdem Akagunduz
9 publications
Görkem Algan
6 publications
Gülin Tüfekci
2 publications
Alper Kayabaşi
2 publications
Dylan R. Muir
2 publications
Şaban Gönül
1 publication
Banu Turgut
1 publication
Berker Bakbak
1 publication
Uğurcan Çakal
1 publication

∙ 03/14/2023

Training and Deploying Spiking NN Applications to the Mixed-Signal Neuromorphic Chip Dynap-SE2 with Rockpool

Mixed-signal neuromorphic processors provide extremely low-power operati...

0 Uğurcan Çakal, et al. ∙

∙ 11/04/2022

Elimination of Non-Novel Segments at Multi-Scale for Few-Shot Segmentation

Few-shot segmentation aims to devise a generalizing model that segments ...

0 Alper Kayabaşi, et al. ∙

∙ 09/12/2022

Detecting Driver Drowsiness as an Anomaly Using LSTM Autoencoders

In this paper, an LSTM autoencoder-based architecture is utilized for dr...

0 Gülin Tüfekci, et al. ∙

∙ 03/19/2021

MetaLabelNet: Learning to Generate Soft-Labels from Noisy-Labels

Real-world datasets commonly have noisy labels, which negatively affects...

0 Görkem Algan, et al. ∙

∙ 10/14/2020

Deep Learning from Small Amount of Medical Data with Noisy Labels: A Meta-Learning Approach

Computer vision systems recently made a big leap thanks to deep neural n...

0 Görkem Algan, et al. ∙

∙ 07/11/2020

Meta Soft Label Generation for Noisy Labels

The existence of noisy labels in the dataset causes significant performa...

0 Görkem Algan, et al. ∙

∙ 03/23/2020

Label Noise Types and Their Effects on Deep Learning

The recent success of deep learning is mostly due to the availability of...

0 Görkem Algan, et al. ∙

∙ 12/11/2019

Image Classification with Deep Learning in the Presence of Noisy Labels: A Survey

Image classification systems recently made a big leap with the advanceme...

0 Görkem Algan, et al. ∙

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