4 citations · 4 across the 2 of their papers we have counts for
3 papers
cs.LG2022
Interpretable Concept-based Prototypical Networks for Few-Shot Learning
Mohammad Reza Zarei, Majid Komeili
Few-shot learning aims at recognizing new instances from classes with limited samples. This challenging task is usually alleviated by performing meta-learning on similar tasks. How…
cs.CL2021★ 4 cited
Measuring Cognitive Status from Speech in a Smart Home Environment
Kathleen C. Fraser, Majid Komeili
The population is aging, and becoming more tech-savvy. The United Nations predicts that by 2050, one in six people in the world will be over age 65 (up from one in 11 in 2019), and…
cs.LG2021
Cause and Effect: Hierarchical Concept-based Explanation of Neural Networks
Mohammad Nokhbeh Zaeem, Majid Komeili
In many scenarios, human decisions are explained based on some high-level concepts. In this work, we take a step in the interpretability of neural networks by examining their inter…