Daniel Omeiza

According to our database, Daniel Omeiza authored at least 21 papers between 2018 and 2024.

Collaborative distances:

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

2024

RAG-Driver: Generalisable Driving Explanations with Retrieval-Augmented In-Context Learning in Multi-Modal Large Language Model.

Jianhao Yuan, Shuyang Sun, Daniel Omeiza, Bo Zhao, Paul Newman, Lars Kunze, Matthew Gadd

CoRR, 2024

2023

CC-SGG: Corner Case Scenario Generation using Learned Scene Graphs.

George Drayson, Efimia Panagiotaki, Daniel Omeiza, Lars Kunze

CoRR, 2023

Effects of Explanation Specificity on Passengers in Autonomous Driving.

Daniel Omeiza, Raunak Bhattacharyya, Nick Hawes, Marina Jirotka, Lars Kunze

CoRR, 2023

Textual Explanations for Automated Commentary Driving.

Marc Alexander Kühn, Daniel Omeiza, Lars Kunze

Proceedings of the IEEE Intelligent Vehicles Symposium, 2023

Explainable Action Prediction through Self-Supervision on Scene Graphs.

Pawit Kochakarn, Daniele De Martini, Daniel Omeiza, Lars Kunze

Proceedings of the IEEE International Conference on Robotics and Automation, 2023

2022

Explanations in Autonomous Driving: A Survey.

Daniel Omeiza, Helena Webb, Marina Jirotka, Lars Kunze

IEEE Trans. Intell. Transp. Syst., 2022

From Spoken Thoughts to Automated Driving Commentary: Predicting and Explaining Intelligent Vehicles' Actions.

Daniel Omeiza, Sule Anjomshoae, Helena Webb, Marina Jirotka, Lars Kunze

Proceedings of the 2022 IEEE Intelligent Vehicles Symposium, 2022

Fairness and Transparency in Human-Robot Interaction.

Houston Claure, Mai Lee Chang, Seyun Kim, Daniel Omeiza, Martim Brandao, Min Kyung Lee, Malte F. Jung

Proceedings of the ACM/IEEE International Conference on Human-Robot Interaction, 2022

2021

Context-based image explanations for deep neural networks.

Sule Anjomshoae, Daniel Omeiza, Lili Jiang

Image Vis. Comput., 2021

A Fait Accompli? An Empirical Study into the Absence of Consent to Third-Party Tracking in Android Apps.

Konrad Kollnig, Reuben Binns, Pierre Dewitte, Max Van Kleek, Ge Wang, Daniel Omeiza, Helena Webb, Nigel Shadbolt

CoRR, 2021

A Fait Accompli? An Empirical Study into the Absence of Consent to Third-Party Tracking in Android Apps.

Konrad Kollnig, Pierre Dewitte, Max Van Kleek, Ge Wang, Daniel Omeiza, Helena Webb, Nigel Shadbolt

Proceedings of the Seventeenth Symposium on Usable Privacy and Security, 2021

Towards Accountability: Providing Intelligible Explanations in Autonomous Driving.

Daniel Omeiza, Helena Webb, Marina Jirotka, Lars Kunze

Proceedings of the IEEE Intelligent Vehicles Symposium, 2021

Assessing and Explaining Collision Risk in Dynamic Environments for Autonomous Driving Safety.

Richa Nahata, Daniel Omeiza, Rhys Howard, Lars Kunze

Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

Towards Explainable and Trustworthy Autonomous Physical Systems.

Daniel Omeiza, Sule Anjomshoae, Konrad Kollnig, Oana-Maria Camburu, Kary Främling, Lars Kunze

Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

Why Not Explain? Effects of Explanations on Human Perceptions of Autonomous Driving.

Daniel Omeiza, Konrad Kollnig, Helena Webb, Marina Jirotka, Lars Kunze

Proceedings of the International IEEE Conference on Advanced Robotics and Its Social Impacts, 2021

2019

A Step Towards Exposing Bias in Trained Deep Convolutional Neural Network Models.

Daniel Omeiza

CoRR, 2019

Smooth Grad-CAM++: An Enhanced Inference Level Visualization Technique for Deep Convolutional Neural Network Models.

Daniel Omeiza, Skyler Speakman, Celia Cintas, Komminist Weldemariam

CoRR, 2019

Efficient Machine Learning for Large-Scale Urban Land-Use Forecasting in Sub-Saharan Africa.

Daniel Omeiza

CoRR, 2019

2018

EEG-based Communication with a Predictive Text Algorithm.

Daniel Omeiza, Kayode Sakariyah Adewole, Daniel K. Nkemelu

CoRR, 2018

Deep Convolutional Neural Network for Plant Seedlings Classification.

Daniel K. Nkemelu, Daniel Omeiza, Nancy Lubalo

CoRR, 2018

Web Security Investigation through Penetration Tests: A Case study of an Educational Institution Portal.

Daniel Omeiza, Jemima Owusu-Tweneboah

CoRR, 2018