Nawid Keshtmand

According to our database, Nawid Keshtmand authored at least 5 papers between 2022 and 2024.

Collaborative distances:

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

2024

Exploring the Requirements of Clinicians for Explainable AI Decision Support Systems in Intensive Care.

Jeffrey N. Clark, Matthew Wragg, Emily Nielsen, Miquel Perelló-Nieto, Nawid Keshtmand, Michael Ambler, Shiv Sharma, Christopher P. Bourdeaux, Amberly Brigden, Raúl Santos-Rodríguez

CoRR, 2024

Typicality-based point OOD detection with contrastive learning.

Nawid Keshtmand, Raúl Santos-Rodríguez, Jonathan Lawry

Proceedings of the Northern Lights Deep Learning Conference, 2024

TraCE: Trajectory Counterfactual Explanation Scores.

Jeffrey Nicholas Clark, Edward Alexander Small, Nawid Keshtmand, Michelle Wing Lam Wan, Elena Fillola Mayoral, Enrico Werner, Christopher P. Bourdeaux, Raúl Santos-Rodríguez

Proceedings of the Northern Lights Deep Learning Conference, 2024

2023

Two-step counterfactual generation for OOD examples.

Nawid Keshtmand, Raúl Santos-Rodríguez, Jonathan Lawry

CoRR, 2023

2022

Understanding the Properties and Limitations of Contrastive Learning for Out-of-Distribution Detection.

Nawid Keshtmand, Raúl Santos-Rodríguez, Jonathan Lawry

Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022