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cs.CV2022★ 3 cited
C-SENN: Contrastive Self-Explaining Neural Network
Yoshihide Sawada, Keigo Nakamura
In this study, we use a self-explaining neural network (SENN), which learns unsupervised concepts, to acquire concepts that are easy for people to understand automatically. In conc…
cs.CV2022
Concept Bottleneck Model with Additional Unsupervised Concepts
Yoshihide Sawada, Keigo Nakamura
With the increasing demands for accountability, interpretability is becoming an essential capability for real-world AI applications. However, most methods utilize post-hoc approach…