Editor: Alun Preece

Cardiff, UK, September 12, 2019

arXiv:1907.10901 [pdf, other]
Title: How to Manipulate CNNs to Make Them Lie: the GradCAM Case
DOI: 10.5244/C.33.330
Comments: Presented at BMVC 2019: Workshop on Interpretable and Explainable Machine Vision, Cardiff, UK. Updated to BMVC template
Subjects: Computer Vision and Pattern Recognition (cs.CV); Cryptography and Security (cs.CR); Machine Learning (cs.LG)
arXiv:1908.08997 [pdf, other]
Title: Gradient Weighted Superpixels for Interpretability in CNNs
DOI: 10.5244/C.33.331
Comments: Presented at BMVC 2019: Workshop on Interpretable and Explainable Machine Vision, Cardiff, UK
Subjects: Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG); Machine Learning (stat.ML)
arXiv:1909.02548 [pdf, other]
Title: Explanation based Handwriting Verification
DOI: 10.5244/C.33.332
Comments: Presented at BMVC 2019: Workshop on Interpretable and Explainable Machine Vision, Cardiff, UK
Subjects: Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)
arXiv:1908.06416 [pdf, other]
Title: Investigating Convolutional Neural Networks using Spatial Orderness
DOI: 10.5244/C.33.333
Comments: Presented at BMVC 2019: Workshop on Interpretable and Explainable Machine Vision, Cardiff, UK
Subjects: Machine Learning (cs.LG); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (stat.ML)
arXiv:1909.05667 [pdf, ps, other]
Title: Explainable Deep Learning for Video Recognition Tasks: A Framework & Recommendations
DOI: 10.5244/C.33.334
Subjects: Machine Learning (cs.LG); Computer Vision and Pattern Recognition (cs.CV); Human-Computer Interaction (cs.HC); Image and Video Processing (eess.IV); Machine Learning (stat.ML)
arXiv:1909.05644 [pdf, other]
Title: Illuminated Decision Trees with Lucid
DOI: 10.5244/C.33.335
Comments: Presented at BMVC 2019: Workshop on Interpretable and Explainable Machine Vision, Cardiff, UK
Subjects: Computer Vision and Pattern Recognition (cs.CV); Human-Computer Interaction (cs.HC); Machine Learning (cs.LG)