2 papers
cs.CV2020
Uncertainty based Class Activation Maps for Visual Question Answering
Badri N. Patro, Mayank Lunayach, Vinay P. Namboodiri
Understanding and explaining deep learning models is an imperative task. Towards this, we propose a method that obtains gradient-based certainty estimates that also provide visual…
cs.CV2019
U-CAM: Visual Explanation using Uncertainty based Class Activation Maps
Badri N. Patro, Mayank Lunayach, Shivansh Patel +1
Understanding and explaining deep learning models is an imperative task. Towards this, we propose a method that obtains gradient-based certainty estimates that also provide visual…