Towards Improved and Interpretable Deep Metric Learning via Attentive Grouping
Author:
Affiliation:
1. School of Electronic Engineering, Xidian University, Xi'an, China
2. Department of Computer Science and Engineering, Texas A&M University, College Station, TX, USA
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Applied Mathematics,Artificial Intelligence,Computational Theory and Mathematics,Computer Vision and Pattern Recognition,Software
Link
http://xplorestaging.ieee.org/ielx7/34/9970415/09716815.pdf?arnumber=9716815
Reference48 articles.
1. Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering
2. Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead
3. Interpreting Image Classifiers by Generating Discrete Masks
4. Learning Hierarchical and Shared Features for Improving 3D Neuron Reconstruction
5. Hierarchical Attention Networks for Document Classification
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