Inertia Based Recognition of Daily Activities with ANNs and Spectrotemporal Features. - Ozsel Kilinc; Alexander Dalzell; Ismail Uluturk; Ismail Uysal (ICMLA, 2015)

Source-Aware Partitioning for Robust Cross-Validation. - Ozsel Kilinc; Ismail Uysal (ICMLA, 2015)

Deep Clustering using Auto-Clustering Output Layer. - Ozsel Kilinc; Ismail Uysal (CoRR, 2017)

Clustering-based Source-aware Assessment of True Robustness for Learning Models. - Ozsel Kilinc; Ismail Uysal (CoRR, 2017)

Graph-based Latent Embedding, Annotation and Representation Learning in Neural Networks for Semi-supervised and Unsupervised Settings. - Ozsel Kilinc (2017)

Learning Latent Representations in Neural Networks for Clustering through Pseudo Supervision and Graph-based Activity Regularization. - Ozsel Kilinc; Ismail Uysal (ICLR (Poster), 2018)

Multi-agent Deep Reinforcement Learning with Extremely Noisy Observations. - Ozsel Kilinc; Giovanni Montana (CoRR, 2018)

GAR: An efficient and scalable graph-based activity regularization for semi-supervised learning. - Ozsel Kilinc; Ismail Uysal (Neurocomputing, 2018)

Reinforcement Learning for Robotic Manipulation using Simulated Locomotion Demonstrations. - Ozsel Kilinc; Yang Hu; Giovanni Montana (CoRR, 2019)

Follow the Object: Curriculum Learning for Manipulation Tasks with Imagined Goals. - Ozsel Kilinc; Giovanni Montana (CoRR, 2020)

Reinforcement learning for robotic manipulation using simulated locomotion demonstrations. - Ozsel Kilinc; Giovanni Montana (Mach. Learn., 2022)

TopoMask: Instance-Mask-Based Formulation for the Road Topology Problem via Transformer-Based Architecture. - M. Esat Kalfaoglu; Halil Ibrahim Öztürk; Ozsel Kilinc; Alptekin Temizel (CoRR, 2023)

TopoMaskV2: Enhanced Instance-Mask-Based Formulation for the Road Topology Problem. - M. Esat Kalfaoglu; Halil Ibrahim Öztürk; Ozsel Kilinc; Alptekin Temizel (CoRR, 2024)

TopoBDA: Towards Bezier Deformable Attention for Road Topology Understanding. - M. Esat Kalfaoglu; Halil Ibrahim Öztürk; Ozsel Kilinc; Alptekin Temizel (CoRR, 2024)

GLane3D: Detecting Lanes with Graph of 3D Keypoints. - Halil Ibrahim Öztürk; Muhammet Esat Kalfaoglu; Ozsel Kilinc (CVPR, 2025)

RQR3D: Reparametrizing the regression targets for BEV-based 3D object detection. - Ozsel Kilinc; Cem Tarhan (CoRR, 2025)