İlkay Ulusoy

Middle East Technical University — Turkey

Computer Science · Physical Sciences

17h-index2.6kcitations118works0.92yr avg
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Research Topics

Advanced Image and Video Retrieval Techniques(21), Remote-Sensing Image Classification(20), Image Retrieval and Classification Techniques(17), Face recognition and analysis(14), Robotics and Sensor-Based Localization(12)

Publications118 total

15P Finding personalized drugs from the integration of clinical and molecular data into a semantic knowledge graph
ESMO Open·2025Open Access
118P Exploring explainable treatments hypotheses with the Oncodash decision support system
ESMO Open·2025Open Access
Ontology-Driven Smart Building Semantics: An EnergyPlus-SAREF Approach
2025Open Access
Material Characterization Based on Capacitive and Dielectric Properties for Waste Recycling
2025Open Access
Analysis of Model-Agnostic Meta-Reinforcement Learning on Automated HVAC Control
2025Open Access
IoT-Based Multi-Speed HVAC Control: Simulation Results and Testbed Development
2025Open Access
Accelerating Reinforcement Learning for HVAC Systems Using an LSTM-based Surrogate Simulator
2025Open Access
Utilizing Class-Agnostic Point-to-Box Regressors as Object Proposal Generators
Lecture notes in computer science·2025
Improved brain effective connectivity modelling by dynamic Bayesian networks
Journal of Neuroscience Methods·2024· 2 citedOpen Access
Gradient-descent hardware-aware training and deployment for mixed-signal neuromorphic processors
Neuromorphic Computing and Engineering·2024· 8 citedOpen Access
Improved Brain Effective Connectivity Modeling by Dynamic Bayesian Networks
2024Open Access
Gradient-descent hardware-aware training and deployment for mixed-signal Neuromorphic processors
arXiv (Cornell University)·2023· 1 citedOpen Access
Elimination of Non-Novel Segments at Multi-Scale for Few-Shot Segmentation
2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)·2023· 8 citedOpen Access
Detecting Driver Drowsiness as an Anomaly Using LSTM Autoencoders
Lecture notes in computer science·2023· 3 citedOpen Access
Elimination of Non-Novel Segments at Multi-Scale for Few-Shot Segmentation
arXiv (Cornell University)·2022Open Access
Detecting Driver Drowsiness as an Anomaly Using LSTM Autoencoders
arXiv (Cornell University)·2022· 1 citedOpen Access
Filtering Clean Sample from Noisy Datasets by Creating and Analyzing Artifical Class
2022 30th Signal Processing and Communications Applications Conference (SIU)·2022
A Comparative Analysis of Revealing Temporal Patterns for Driver Drowsiness Detection
2022 30th Signal Processing and Communications Applications Conference (SIU)·2022· 7 cited
MetaLabelNet: Learning to Generate Soft-Labels From Noisy-Labels
IEEE Transactions on Image Processing·2022· 18 citedOpen Access
MetaLabelNet: Learning to Generate Soft-Labels from Noisy-Labels
arXiv (Cornell University)·2021Open Access
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Frequent Co-authors

Örsan Aytekın(9), Erdem Akagündüz(9), Chris Bishop(4), Görkem Algan(4), Uğur Halıcı(4), Yousef Rezaeitabar(3), Arzu Erener(3), Şebnem Düzgün(3), Edwin R. Hancock(2), Mehmet Altan Toksöz(2), Alper Kayabaşı(2), Gülin Tüfekci(2), Karani Kardaş(2), Nihan Kesim Çiçekli(2), Mark Everingham(1), Andrew Zisserman(1), Christopher K. I. Williams(1), Luc Van Gool(1), Moray Allan(1), Olivier Chapelle(1)