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Ozsel Kilinc
ORCID
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
CoRR
ICMLA
Mach. Learn.
ICLR (Poster)
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Publications
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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)