Sample Efficient Interactive End-to-End Deep Learning for Self-Driving Cars with Selective Multi-Class Safe Dataset Aggregation. - Yunus Bicer; Ali Alizadeh; Nazim Kemal Ure; Ahmetcan Erdogan; Orkun Kizilirmak (IROS, 2019)

Automated Lane Change Decision Making using Deep Reinforcement Learning in Dynamic and Uncertain Highway Environment. - Ali Alizadeh; Majid Moghadam; Yunus Bicer; Nazim Kemal Ure; Muharrem Ugur Yavas; Can Kurtulus (ITSC, 2019)

Efficient Modeling of Morphing Wing Flight Using Neural Networks and Cubature Rules. - Paul Ghanem; Yunus Bicer; Deniz Erdogmus; Alireza Ramezani (CoRR, 2021)

Leveraging Submovements for Prediction and Trajectory Planning for Human-Robot Handover. - Kyle Lockwood; Yunus Bicer; Sadjad Asghari-Esfeden; Tianjie Zhu; Mariusz P. Furmanek; Madhur Mangalam; Garrit Strenge; Tales Imbiriba; Mathew Yarossi; Taskin Padir; Deniz Erdogmus; Eugene Tunik (PETRA, 2022)

Fast Estimation of Morphing Wing Flight Dynamics Using Neural Networks and Cubature Rules. - Paul Ghanem; Yunus Bicer; Deniz Erdogmus; Alireza Ramezani (CDC, 2023)

Real-Time Object Localization for Human-Robot Handover. - Sadjad Asghari-Esfeden; Garrit Strenge; Kyle Lockwood; Yunus Bicer; Tales Imbiriba; Mariusz P. Furmanek; Mathew Yarossi; Eugene Tunik; Taskin Padir; Deniz Erdogmus (PETRA, 2023)

Gaussian Process-Based Prediction of Human Trajectories to Promote Seamless Human-Robot Handovers. - Kyle Lockwood; Garrit Strenge; Yunus Bicer; Tales Imbiriba; Mariusz P. Furmanek; Taskin Padir; Deniz Erdogmus; Eugene Tunik; Mathew Yarossi (RO-MAN, 2023)

User Training with Error Augmentation for Electromyogram-based Gesture Classification. - Yunus Bicer; Niklas Smedemark-Margulies; Basak Celik; Elifnur Sunger; Ryan Orendorff; Stephanie Naufel; Tales Imbiriba; Deniz Erdogmus; Eugene Tunik; Mathew Yarossi (CoRR, 2023)

A Multi-label Classification Approach to Increase Expressivity of EMG-based Gesture Recognition. - Niklas Smedemark-Margulies; Yunus Bicer; Elifnur Sunger; Stephanie Naufel; Tales Imbiriba; Eugene Tunik; Deniz Erdogmus; Mathew Yarossi (CoRR, 2023)

Stabilizing Subject Transfer in EEG Classification with Divergence Estimation. - Niklas Smedemark-Margulies; Ye Wang 001; Toshiaki Koike-Akino; Jing Liu 009; Kieran Parsons; Yunus Bicer; Deniz Erdogmus (CoRR, 2023)

Anticipatory Gaze Dynamics in Human-to-Human Object Handover. - Mateusz Wolak; Garrit Strenge; Yunus Bicer; Kyle Lockwood; Mariusz P. Furmanek; Taskin Padir; Mathew Yarossi; Deniz Erdogmus; Eugene Tunik (EMBC, 2024)

Fast and Expressive Gesture Recognition using a Combination-Homomorphic Electromyogram Encoder. - Niklas Smedemark-Margulies; Yunus Bicer; Elifnur Sunger; Tales Imbiriba; Eugene Tunik; Deniz Erdogmus; Mathew Yarossi; Robin Walters 001 (Trans. Mach. Learn. Res., 2024)

MarkovType: A Markov Decision Process Strategy for Non-Invasive Brain-Computer Interfaces Typing Systems. - Elifnur Sunger; Yunus Bicer; Deniz Erdogmus; Tales Imbiriba (AAAI, 2025)