Official repository for the paper "How Well do Feature Visualizations Support Causal Understanding of CNN Activations?".
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Updated
Nov 19, 2021 - JavaScript
Official repository for the paper "How Well do Feature Visualizations Support Causal Understanding of CNN Activations?".
Introducing the Alien Zoo approach: An experimental framework for evaluating counterfactual explanations for ML
AI is still seen as a magic black box, it is non-intuitive, and difficult for people to understand and trust. In the medical image analysis field, this problem is amplified and leads to a limited adoption of such AI systems. The proposed projects aim to adapt the exciting explainability tools for the medical domain to demystify and better explai…
Permutation feature importance
Official repository for the paper "Scale Alone Does not Improve Mechanistic Interpretability in Vision Models" and the IMI dataset.
Interpreting Categorical Data Classifiers using Explanation-based Locality
영화 감상 반응(집중도/감정)을 분석하고 이를 기반으로 취향을 분석해 영화를 추천하는 서비스 (Back)
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