Single-amino acid variants reveal evolutionary processes that shape the biogeography of a global SAR11 subclade TO Delmont, E Kiefl, O Kilinc, OC Esen, I Uysal, MS Rappe, S Giovannoni, ... Elife 8, e46497, 2019 | 107 | 2019 |
Multi-agent deep reinforcement learning with extremely noisy observations O Kilinc, G Montana Deep RL Workshop, NeurIPS, 2018, 2018 | 45 | 2018 |
Learning latent representations in neural networks for clustering through pseudo supervision and graph-based activity regularization O Kilinc, I Uysal International Conference on Learning Representations (ICLR), 2018 | 41 | 2018 |
Reinforcement Learning for Robotic Manipulation using Simulated Locomotion Demonstrations O Kilinc, G Montana Machine Learning, 2021 | 34 | 2021 |
GAR: An efficient and scalable graph-based activity regularization for semi-supervised learning O Kilinc, I Uysal Neurocomputing 296, 46-54, 2018 | 32 | 2018 |
Inertia based recognition of daily activities with ANNs and spectrotemporal features O Kilinc, A Dalzell, I Uluturk, I Uysal 2015 IEEE 14th International Conference on Machine Learning and Applications …, 2015 | 13 | 2015 |
Auto-clustering output layer: Automatic learning of latent annotations in neural networks O Kilinc, I Uysal arXiv preprint arXiv:1702.08648, 2017 | 11 | 2017 |
Follow the Object: Curriculum Learning for Manipulation Tasks with Imagined Goals O Kilinc, G Montana Deep RL Workshop, NeurIPS, 2021, 2021 | 5 | 2021 |
Source-aware partitioning for robust cross-validation O Kilinc, I Uysal 2015 IEEE 14th international conference on machine learning and applications …, 2015 | 5 | 2015 |
TopoMask: Instance-Mask-Based Formulation for the Road Topology Problem via Transformer-Based Architecture M Kalfaoglu, HI Ozturk, O Kilinc, A Temizel arXiv preprint arXiv:2306.05419, 2023 | 2 | 2023 |
TopoMaskV2: Enhanced Instance-Mask-Based Formulation for the Road Topology Problem M Kalfaoglu, HI Ozturk, O Kilinc, A Temizel arXiv preprint arXiv:2409.11325, 2024 | | 2024 |
TopoMaskV2: Enhanced Instance-Mask-Based Formulation for the Road Topology Problem M Esat Kalfaoglu, HI Ozturk, O Kilinc, A Temizel arXiv e-prints, arXiv: 2409.11325, 2024 | | 2024 |
SAR11 Amino Acid Variants are Governed by Natural Selection AM Eren, TO Delmont, E Kiefl, O Kilinc, I Uysal, MS Rappe, SJ Giovannoni 2018 Ocean Sciences Meeting, 2018 | | 2018 |
Clustering-based Source-aware Assessment of True Robustness for Learning Models O Kilinc, I Uysal arXiv preprint arXiv:1704.00158, 2017 | | 2017 |