Ozsel Kilinc

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 11

Top Topics

Noisy Observations

Regularization Framework

Reinforcement Learning

Nearest Neighbor Classifiers

Top Venues

Publications

M. Esat Kalfaoglu, Halil Ibrahim Öztürk, Ozsel Kilinc, Alptekin Temizel
TopoMask: Instance-Mask-Based Formulation for the Road Topology Problem via Transformer-Based Architecture. CoRR (2023)
Ozsel Kilinc, Giovanni Montana
Reinforcement learning for robotic manipulation using simulated locomotion demonstrations. Mach. Learn. 111 (2) (2022)
Ozsel Kilinc, Giovanni Montana
Follow the Object: Curriculum Learning for Manipulation Tasks with Imagined Goals. CoRR (2020)
Ozsel Kilinc, Yang Hu, Giovanni Montana
Reinforcement Learning for Robotic Manipulation using Simulated Locomotion Demonstrations. CoRR (2019)
Ozsel Kilinc, Ismail Uysal
Learning Latent Representations in Neural Networks for Clustering through Pseudo Supervision and Graph-based Activity Regularization. CoRR (2018)
Ozsel Kilinc, Ismail Uysal
GAR: An efficient and scalable graph-based activity regularization for semi-supervised learning. Neurocomputing 296 (2018)
Ozsel Kilinc, Ismail Uysal
Learning Latent Representations in Neural Networks for Clustering through Pseudo Supervision and Graph-based Activity Regularization. ICLR (Poster) (2018)
Ozsel Kilinc, Giovanni Montana
Multi-agent Deep Reinforcement Learning with Extremely Noisy Observations. CoRR (2018)
Ozsel Kilinc, Ismail Uysal
Clustering-based Source-aware Assessment of True Robustness for Learning Models. CoRR (2017)
Ozsel Kilinc, Ismail Uysal
Deep Clustering using Auto-Clustering Output Layer. CoRR (2017)
Ozsel Kilinc, Ismail Uysal
GAR: An efficient and scalable Graph-based Activity Regularization for semi-supervised learning. CoRR (2017)
Ozsel Kilinc, Alexander Dalzell, Ismail Uluturk, Ismail Uysal
Inertia Based Recognition of Daily Activities with ANNs and Spectrotemporal Features. ICMLA (2015)
Ozsel Kilinc, Ismail Uysal
Source-Aware Partitioning for Robust Cross-Validation. ICMLA (2015)