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Identifying centres of interest in paintings using alignment and edge detection: Case studies on works by Luc Tuymans


Jan 04, 2021
Sinem Aslan, Luc Steels

* Accepted to International Workshop on Fine Art Pattern Extraction and Recognition of 25th International Conference on Pattern Recognition 

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Transductive Visual Verb Sense Disambiguation


Dec 20, 2020
Sebastiano Vascon, Sinem Aslan, Gianluca Bigaglia, Lorenzo Giudice, Marcello Pelillo

* Accepted at the IEEE Workshop on Application of Computer Vision 2021 

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Neural Networks based approaches for Major Depressive Disorder and Bipolar Disorder Diagnosis using EEG signals: A review


Sep 28, 2020
Sana Yasin, Syed Asad Hussain, Sinem Aslan, Imran Raza, Muhammad Muzammel, Alice Othmani

* 29 pages,2 figures 

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CHAOS Challenge -- Combined (CT-MR) Healthy Abdominal Organ Segmentation


Jan 17, 2020
A. Emre Kavur, N. Sinem Gezer, Mustafa Barış, Pierre-Henri Conze, Vladimir Groza, Duc Duy Pham, Soumick Chatterjee, Philipp Ernst, Savaş Özkan, Bora Baydar, Dmitry Lachinov, Shuo Han, Josef Pauli, Fabian Isensee, Matthias Perkonigg, Rachana Sathish, Ronnie Rajan, Sinem Aslan, Debdoot Sheet, Gurbandurdy Dovletov, Oliver Speck, Andreas Nürnberger, Klaus H. Maier-Hein, Gözde Bozdağı Akar, Gözde Ünal, Oğuz Dicle, M. Alper Selver

* 10 pages, 2 figures 

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Weakly Supervised Semantic Segmentation Using Constrained Dominant Sets


Sep 20, 2019
Sinem Aslan, Marcello Pelillo

* In: Image Analysis and Processing (ICIAP 2019). Lecture Notes in Computer Science, vol 11752. Springer, Cham (2019) 

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Unsupervised Domain Adaptation using Graph Transduction Games


May 06, 2019
Sebastiano Vascon, Sinem Aslan, Alessandro Torcinovich, Twan van Laarhoven, Elena Marchiori, Marcello Pelillo

* Oral IJCNN 2019 

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Unobtrusive and Multimodal Approach for Behavioral Engagement Detection of Students


Jan 16, 2019
Nese Alyuz, Eda Okur, Utku Genc, Sinem Aslan, Cagri Tanriover, Asli Arslan Esme

* 12th Women in Machine Learning Workshop (WiML 2017), co-located with the 31st Conference on Neural Information Processing Systems (NeurIPS 2017), Long Beach, CA, USA 

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Detecting Behavioral Engagement of Students in the Wild Based on Contextual and Visual Data


Jan 15, 2019
Eda Okur, Nese Alyuz, Sinem Aslan, Utku Genc, Cagri Tanriover, Asli Arslan Esme

* 12th Women in Machine Learning Workshop (WiML 2017), co-located with the 31st Conference on Neural Information Processing Systems (NeurIPS 2017), Long Beach, CA, USA 

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The Importance of Socio-Cultural Differences for Annotating and Detecting the Affective States of Students


Jan 12, 2019
Eda Okur, Sinem Aslan, Nese Alyuz, Asli Arslan Esme, Ryan S. Baker

* 13th Women in Machine Learning Workshop (WiML 2018), co-located with the 32nd Conference on Neural Information Processing Systems (NeurIPS 2018), Montr\'eal, Canada 

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Compressively Sensed Image Recognition


Oct 15, 2018
Aysen Degerli, Sinem Aslan, Mehmet Yamac, Bulent Sankur, Moncef Gabbouj

* 6 pages, submitted/accepted, EUVIP 2018 

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Ancient Coin Classification Using Graph Transduction Games


Oct 02, 2018
Sinem Aslan, Sebastiano Vascon, Marcello Pelillo


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