Sinan Kalkan

Çanakkale Onsekiz Mart Üniversitesi — Turkey

Computer Science · Physical Sciences

22h-index2.3kcitations213works2.42yr avg
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Research Topics

Advanced Image and Video Retrieval Techniques(41), Advanced Neural Network Applications(31), Advanced Vision and Imaging(24), Robotics and Sensor-Based Localization(18), Domain Adaptation and Few-Shot Learning(17)

Publications213 total

ASD'li Çocukların Sosyal ve Duygusal Gelişimini İyileştirmek için Dijital Sosyal Hikayeleri Kullanma Yöntemleri
Zenodo (CERN European Organization for Nuclear Research)·2025Open Access
ASD'li Çocukların Sosyal ve Duygusal Gelişimini İyileştirmek için Dijital Sosyal Hikayeleri Kullanma Yöntemleri
Zenodo (CERN European Organization for Nuclear Research)·2025Open Access
Preschool teachers’ practices and understandings of engaging children with autism: a qualitative study
Humanities and Social Sciences Communications·2025Open Access
RSPose: Ranking Based Losses for Human Pose Estimation
arXiv (Cornell University)·2025Open Access
Intrinsic Dimensionality as a Model-Free Measure of Class Imbalance
arXiv (Cornell University)·2025Open Access
Digital Twins for Climate-Positive Cities: Integrating Local Climate Zones with Solar Energy Technologies and Nature-Based Solutions
2025
FanNet: A mesh convolution operator for learning dense maps
Computers & Graphics·2025· 1 cited
CorDis: A Novel Correlation-Based Disentanglement Measure
2025
L-VAE: variational auto-encoder with learnable beta for disentangled representation
Machine Vision and Applications·2025
Generalized variational autoencoders for learning disentangled representation
Neurocomputing·2025· 3 cited
Transfer learning and parameter-efficient fine-tuning for heating energy consumption prediction using urban building energy models (UBEM)
Advanced Engineering Informatics·2025· 6 cited
Machine learning based prediction of long-term energy consumption and overheating under climate change impacts using urban building energy modeling
Sustainable Cities and Society·2025· 6 cited
Multimodal multimedia information retrieval through the integration of fuzzy clustering, OWA-based fusion, and Siamese neural networks
Fuzzy Sets and Systems·2025· 4 cited
Machine Learning Fairness for Depression Detection Using EEG Data
2025· 4 cited
A method for zone-level urban building energy modeling in data-scarce built environments
Energy and Buildings·2025· 6 cited
PDV: Prompt Directional Vectors for Zero-shot Composed Image Retrieval
arXiv (Cornell University)·2025Open Access
Machine Learning Fairness for Depression Detection using EEG Data
arXiv (Cornell University)·2025Open Access
U-Fair: Uncertainty-based Multimodal Multitask Learning for Fairer Depression Detection
arXiv (Cornell University)·2025Open Access
Quantized and Verbalized Heatmap Analysis with Part-Masks and Llms for End-User-Friendly Xai
SSRN Electronic Journal·2025Open Access
Bucketed Ranking-Based Losses for Efficient Training of Object Detectors
Lecture notes in computer science·2024· 1 citedOpen Access
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Frequent Co-authors

Norbert Krüger(9), Hatice Güneş(9), Erol Şahi̇n(9), Nicolas Pugeault(7), Florentin Wörgötter(5), Cemal Aker(4), Onur Yürüten(4), A. Aydın Alatan(4), Emre Akbaş(4), Jiaee Cheong(4), Justus Piater(3), Dirk Kraft(3), Emre Başeski(3), İpek Gürsel Dino(3), M. Esat Kalfaoglu(3), Kemal Öksüz(3), Barış Can Çam(3), Nilgün Dag(3), Osman Tursun(3), Hande Çelikkanat(3)