| Pysad: A streaming anomaly detection framework in python SF Yilmaz, SS Kozat arXiv preprint arXiv:2009.02572, 2020 | 37 | 2020 |
| Multi-label sentiment analysis on 100 languages with dynamic weighting for label imbalance SF Yilmaz, EB Kaynak, A Koç, H Dibeklioğlu, SS Kozat IEEE Transactions on Neural Networks and Learning Systems 34 (1), 331-343, 2023 | 31 | 2023 |
| Over-the-air ensemble inference with model privacy SF Yilmaz, B Hasırcıoğlu, D Gündüz 2022 IEEE International Symposium on Information Theory (ISIT), 1265-1270, 2022 | 23 | 2022 |
| Multimodal analysis of personality traits on videos of self-presentation and induced behavior SF Yilmaz*, D Giritlioğlu*, B Mandira*, CU Ertenli*, BF Akgür, ... Journal on Multimodal User Interfaces 15 (4), 337-358, 2021 | 21 | 2021 |
| Distributed deep joint source-channel coding over a multiple access channel SF Yilmaz, C Karamanlı, D Gündüz ICC 2023-IEEE International Conference on Communications, 1400-1405, 2023 | 19 | 2023 |
| Achieving online regression performance of LSTMs with simple RNNs NM Vural, F Ilhan, SF Yilmaz, S Ergüt, SS Kozat IEEE Transactions on Neural Networks and Learning Systems 33 (12), 7632-7643, 2021 | 18* | 2021 |
| High perceptual quality wireless image delivery with denoising diffusion models SF Yilmaz, X Niu, B Bai, W Han, L Deng, D Gündüz IEEE INFOCOM 2024-IEEE Conference on Computer Communications Workshops …, 2024 | 11 | 2024 |
| Unsupervised anomaly detection via deep metric learning with end-to-end optimization SF Yılmaz PQDT-Global, 2021 | 11 | 2021 |
| Towards Energy-Aware Federated Traffic Prediction for Cellular Networks V Perifanis, N Pavlidis, SF Yilmaz, F Wilhelmi, E Guerra, M Miozzo, ... 2023 International Symposium on Federated Learning Technologies and …, 2023 | 10 | 2023 |
| Federated spatial reuse optimization in next-generation decentralized ieee 802.11 wlans F Wilhelmi, J Hribar, SF Yilmaz, E Ozfatura, K Ozfatura, O Yildiz, ... 2nd ITU Journal on Future and Evolving Technologies (ITU J-FET) on AI/ML …, 2022 | 8 | 2022 |
| Hybrid framework for named entity recognition in turkish social media SF Yilmaz, I Balaban, SF Tekin, SS Kozat 2020 28th Signal Processing and Communications Applications Conference (SIU …, 2020 | 4 | 2020 |
| Spatiotemporal and Multimodal Analysis of Personality Traits SF Yılmaz*, B Mandıra*, D Giritlioglu*, CU Ertenli*, BF Akgür, ... 15th International Summer Workshop on Multimodal Interfaces, 32, 2019 | 4* | 2019 |
| Deception detection by 2d-to-3d face reconstruction from videos M Ngô, B Mandira, SF Yılmaz, W Heij, S Karaoglu, H Bouma, ... arXiv preprint arXiv:1812.10558, 2018 | 4 | 2018 |
| Distributed deep joint source-channel coding with decoder-only side information SF Yilmaz, E Ozyilkan, D Gündüz, E Erkip 2024 IEEE International Conference on Machine Learning for Communication and …, 2024 | 3 | 2024 |
| Improved named entity recognition in Turkish news via word lookup methods SF Yilmaz, I Balaban, SS Kozat 2020 28th Signal Processing and Communications Applications Conference (SIU …, 2020 | 2 | 2020 |
| TMD-NER: Turkish multi-domain named entity recognition for informal texts SF Yilmaz, FB Mutlu, I Balaban, SS Kozat Signal, Image and Video Processing 18 (3), 2255-2263, 2024 | 1 | 2024 |
| Private Collaborative Edge Inference via Over-the-Air Computation SF Yilmaz, B Hasircioglu, L Qiao, D Gunduz arXiv preprint arXiv:2407.21151, 2024 | | 2024 |
| Robust Anomaly Detection via Sequential Ensemble Learning SF Yilmaz, SS Kozat 2020 28th Signal Processing and Communications Applications Conference (SIU …, 2020 | | 2020 |
| Face Presentation Attack Detection via Spatiotemporal Autoencoder SF Yilmaz, SS Kozat 2020 28th Signal Processing and Communications Applications Conference (SIU …, 2020 | | 2020 |
Deniz GunduzProfessor of Information Processing, Imperial College LondonE-mail confirmado em imperial.ac.uk