Ozsel Kilinc

According to our database, Ozsel Kilinc authored at least 12 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

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

2022

Reinforcement learning for robotic manipulation using simulated locomotion demonstrations.

Ozsel Kilinc, Giovanni Montana

Mach. Learn., 2022

2020

Follow the Object: Curriculum Learning for Manipulation Tasks with Imagined Goals.

Ozsel Kilinc, Giovanni Montana

CoRR, 2020

2019

Reinforcement Learning for Robotic Manipulation using Simulated Locomotion Demonstrations.

Ozsel Kilinc, Yang Hu, Giovanni Montana

CoRR, 2019

2018

GAR: An efficient and scalable graph-based activity regularization for semi-supervised learning.

Ozsel Kilinc, Ismail Uysal

Neurocomputing, 2018

Multi-agent Deep Reinforcement Learning with Extremely Noisy Observations.

Ozsel Kilinc, Giovanni Montana

CoRR, 2018

Learning Latent Representations in Neural Networks for Clustering through Pseudo Supervision and Graph-based Activity Regularization.

Ozsel Kilinc, Ismail Uysal

Proceedings of the 6th International Conference on Learning Representations, 2018

2017

Graph-based Latent Embedding, Annotation and Representation Learning in Neural Networks for Semi-supervised and Unsupervised Settings.

Ozsel Kilinc

PhD thesis, 2017

Clustering-based Source-aware Assessment of True Robustness for Learning Models.

Ozsel Kilinc, Ismail Uysal

CoRR, 2017

Deep Clustering using Auto-Clustering Output Layer.

Ozsel Kilinc, Ismail Uysal

CoRR, 2017

2015

Source-Aware Partitioning for Robust Cross-Validation.

Ozsel Kilinc, Ismail Uysal

Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015

Inertia Based Recognition of Daily Activities with ANNs and Spectrotemporal Features.

Ozsel Kilinc, Alexander Dalzell, Ismail Uluturk, Ismail Uysal

Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015