Towards Interpretable Deep Networks for Monocular Depth Estimation
Author:
Affiliation:
1. Sun Yat-sen University
2. NEC Laboratories America
3. National Chiao Tung University
Funder
National Natural Science Foundation of China
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9709627/9709628/09710221.pdf?arnumber=9710221
Reference48 articles.
1. Sparsity Invariant CNNs
2. Axiomatic attribution for deep networks;sundararajan;International Conference on Machine Learning (ICML),2017
3. Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead
4. Understanding trained CNNs by indexing neuron selectivity
5. The Building Blocks of Interpretability
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