Daniel Omeiza

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 26

Top Topics

Physical Systems

Grand Challenge

Top Venues

Publications

Jianhao Yuan, Shuyang Sun, Daniel Omeiza, Bo Zhao, Paul Newman, Lars Kunze, Matthew Gadd
RAG-Driver: Generalisable Driving Explanations with Retrieval-Augmented In-Context Learning in Multi-Modal Large Language Model. CoRR (2024)
Ozan Vardal, Richard Hawkins, Colin Paterson, Chiara Picardi, Daniel Omeiza, Lars Kunze, Ibrahim Habli
Learning Run-time Safety Monitors for Machine Learning Components. CoRR (2024)
Daniel Omeiza, Raunak Bhattacharyya, Nick Hawes, Marina Jirotka, Lars Kunze
Effects of Explanation Specificity on Passengers in Autonomous Driving. CoRR (2023)
Pawit Kochakarn, Daniele De Martini, Daniel Omeiza, Lars Kunze
Explainable Action Prediction through Self-Supervision on Scene Graphs. CoRR (2023)
George Drayson, Efimia Panagiotaki, Daniel Omeiza, Lars Kunze
CC-SGG: Corner Case Scenario Generation using Learned Scene Graphs. CoRR (2023)
Marc Alexander Kühn, Daniel Omeiza, Lars Kunze
Textual Explanations for Automated Commentary Driving. IV (2023)
Pawit Kochakarn, Daniele De Martini, Daniel Omeiza, Lars Kunze
Explainable Action Prediction through Self-Supervision on Scene Graphs. ICRA (2023)
Marc Alexander Kühn, Daniel Omeiza, Lars Kunze
Textual Explanations for Automated Commentary Driving. CoRR (2023)
Daniel Omeiza, Helena Webb, Marina Jirotka, Lars Kunze
Explanations in Autonomous Driving: A Survey. IEEE Trans. Intell. Transp. Syst. 23 (8) (2022)
Daniel Omeiza, Sule Anjomshoae, Helena Webb, Marina Jirotka, Lars Kunze
From Spoken Thoughts to Automated Driving Commentary: Predicting and Explaining Intelligent Vehicles' Actions. CoRR (2022)
Daniel Omeiza, Sule Anjomshoae, Helena Webb, Marina Jirotka, Lars Kunze
From Spoken Thoughts to Automated Driving Commentary: Predicting and Explaining Intelligent Vehicles' Actions. IV (2022)
Houston Claure, Mai Lee Chang, Seyun Kim, Daniel Omeiza, Martim Brandao, Min Kyung Lee, Malte Jung
Fairness and Transparency in Human-Robot Interaction. HRI (2022)
Konrad Kollnig, Reuben Binns, Pierre Dewitte, Max Van Kleek, Ge Wang, Daniel Omeiza, Helena Webb, Nigel Shadbolt
A Fait Accompli? An Empirical Study into the Absence of Consent to Third-Party Tracking in Android Apps. CoRR (2021)
Konrad Kollnig, Pierre Dewitte, Max Van Kleek, Ge Wang, Daniel Omeiza, Helena Webb, Nigel Shadbolt
A Fait Accompli? An Empirical Study into the Absence of Consent to Third-Party Tracking in Android Apps. SOUPS @ USENIX Security Symposium (2021)
Daniel Omeiza, Helena Webb, Marina Jirotka, Lars Kunze
Explanations in Autonomous Driving: A Survey. CoRR (2021)
Richa Nahata, Daniel Omeiza, Rhys Howard, Lars Kunze
Assessing and Explaining Collision Risk in Dynamic Environments for Autonomous Driving Safety. ITSC (2021)
Sule Anjomshoae, Daniel Omeiza, Lili Jiang
Context-based image explanations for deep neural networks. Image Vis. Comput. 116 (2021)
Daniel Omeiza, Konrad Kollnig, Helena Webb, Marina Jirotka, Lars Kunze
Why Not Explain? Effects of Explanations on Human Perceptions of Autonomous Driving. ARSO (2021)
Daniel Omeiza, Sule Anjomshoae, Konrad Kollnig, Oana-Maria Camburu, Kary Främling, Lars Kunze
Towards Explainable and Trustworthy Autonomous Physical Systems. CHI Extended Abstracts (2021)
Daniel Omeiza, Helena Webb, Marina Jirotka, Lars Kunze
Towards Accountability: Providing Intelligible Explanations in Autonomous Driving. IV (2021)
Daniel Omeiza
Efficient Machine Learning for Large-Scale Urban Land-Use Forecasting in Sub-Saharan Africa. CoRR (2019)
Daniel Omeiza, Skyler Speakman, Celia Cintas, Komminist Weldemariam
Smooth Grad-CAM++: An Enhanced Inference Level Visualization Technique for Deep Convolutional Neural Network Models. CoRR (2019)
Daniel Omeiza
A Step Towards Exposing Bias in Trained Deep Convolutional Neural Network Models. CoRR (2019)
Daniel Omeiza, Jemima Owusu-Tweneboah
Web Security Investigation through Penetration Tests: A Case study of an Educational Institution Portal. CoRR (2018)
Daniel K. Nkemelu, Daniel Omeiza, Nancy Lubalo
Deep Convolutional Neural Network for Plant Seedlings Classification. CoRR (2018)
Daniel Omeiza, Kayode Sakariyah Adewole, Daniel K. Nkemelu
EEG-based Communication with a Predictive Text Algorithm. CoRR (2018)