Evidential Deep Learning on Daniel Bethellhttps://daniel-bethell.co.uk/tags/evidential-deep-learning/Recent content in Evidential Deep Learning on Daniel BethellHugo -- gohugo.ioen© 2026 Daniel BethellSun, 29 Mar 2026 00:00:00 +0000Robust Adversarial Quantification via Conflict-Aware Evidential Deep Learninghttps://daniel-bethell.co.uk/posts/cedl/Sun, 29 Mar 2026 00:00:00 +0000https://daniel-bethell.co.uk/posts/cedl/Quantifying uncertainty to reject out-of-distribution/adversarially attacked inputs in crucial for deploying deep learning models in the real-world. Our proposed method, C-EDL, boosts robustness in Evidential Deep Learning by detecting conflict from input transformations, improving OOD and adversarial detection without retraining, while keeping high accuracy and low overhead.