no code implementations • 10 Apr 2024 • Jessica Y. Bo, Pan Hao, Brian Y. Lim
Focusing on linear factor explanations (factors $\times$ values = outcome), we introduce Incremental XAI to automatically partition explanations for general and atypical instances by providing Base + Incremental factors to help users read and remember more faithful explanations.
no code implementations • 15 Nov 2022 • Jessica Y. Bo, Hen-Wei Huang, Alvin Chan, Giovanni Traverso
Medical datasets often face the problem of data scarcity, as ground truth labels must be generated by medical professionals.
1 code implementation • 11 Feb 2022 • Yael Vinker, Ehsan Pajouheshgar, Jessica Y. Bo, Roman Christian Bachmann, Amit Haim Bermano, Daniel Cohen-Or, Amir Zamir, Ariel Shamir
Abstraction is at the heart of sketching due to the simple and minimal nature of line drawings.