Search Results for author: Berrin Yanikoglu

Found 7 papers, 1 papers with code

Semantic Similarity Based Evaluation for Abstractive News Summarization

1 code implementation ACL (GEM) 2021 Figen Beken Fikri, Kemal Oflazer, Berrin Yanikoglu

To achieve this, we translated the English STSb dataset into Turkish and presented the first semantic textual similarity dataset for Turkish as well.

Abstractive Text Summarization News Summarization +2

Real or Virtual: A Video Conferencing Background Manipulation-Detection System

no code implementations25 Apr 2022 Ehsan Nowroozi, Yassine Mekdad, Mauro Conti, Simone Milani, Selcuk Uluagac, Berrin Yanikoglu

Additionally, it enables users to employ a virtual background to conceal their own environment due to privacy concerns or to reduce distractions, particularly in professional settings.

COVID-19 Detection in Computed Tomography Images with 2D and 3D Approaches

no code implementations16 May 2021 Sara Atito Ali Ahmed, Mehmet Can Yavuz, Mehmet Umut Sen, Fatih Gulsen, Onur Tutar, Bora Korkmazer, Cesur Samanci, Sabri Sirolu, Rauf Hamid, Ali Ergun Eryurekli, Toghrul Mammadov, Berrin Yanikoglu

The 2D system detects the infection on each CT slice independently, combining them to obtain the patient-level decision via different methods (averaging and long-short term memory networks).

Computed Tomography (CT)

Deep Convolutional Neural Network Ensembles using ECOC

no code implementations7 Sep 2020 Sara Atito Ali Ahmed, Cemre Zor, Berrin Yanikoglu, Muhammad Awais, Josef Kittler

Deep neural networks have enhanced the performance of decision making systems in many applications including image understanding, and further gains can be achieved by constructing ensembles.

Decision Making

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