← Search

Soroosh Baselizadeh

2 accepted papers

2021

Multiresolution Knowledge Distillation for Anomaly Detection

CVPR 2021poster

Unsupervised representation learning has proved to be a critical component of anomaly detection/localization in images. The challenges to learn such a representation are two-fold. Firstly, the sample size is not often large enough to learn a rich generalizable representation through conventional tec…

Cited by 589PDFcodeScholar
2021

Neural Response Interpretation Through the Lens of Critical Pathways

CVPR 2021poster

Is critical input information encoded in specific sparse pathways within the neural network? In this work, we discuss the problem of identifying these critical pathways and subsequently leverage them for interpreting the network's response to an input. The pruning objective --- selecting the smalles…

Cited by 41PDFcodeScholar