Picture for Chaofan Chen

Chaofan Chen

FPN-IAIA-BL: A Multi-Scale Interpretable Deep Learning Model for Classification of Mass Margins in Digital Mammography

Jun 10, 2024
Viaarxiv icon

This Looks Like Those: Illuminating Prototypical Concepts Using Multiple Visualizations

Add code
Oct 28, 2023
Viaarxiv icon

Deformable ProtoPNet: An Interpretable Image Classifier Using Deformable Prototypes

Add code
Nov 29, 2021
Figure 1 for Deformable ProtoPNet: An Interpretable Image Classifier Using Deformable Prototypes
Figure 2 for Deformable ProtoPNet: An Interpretable Image Classifier Using Deformable Prototypes
Figure 3 for Deformable ProtoPNet: An Interpretable Image Classifier Using Deformable Prototypes
Figure 4 for Deformable ProtoPNet: An Interpretable Image Classifier Using Deformable Prototypes
Viaarxiv icon

Interpretable Mammographic Image Classification using Cased-Based Reasoning and Deep Learning

Jul 12, 2021
Figure 1 for Interpretable Mammographic Image Classification using Cased-Based Reasoning and Deep Learning
Figure 2 for Interpretable Mammographic Image Classification using Cased-Based Reasoning and Deep Learning
Figure 3 for Interpretable Mammographic Image Classification using Cased-Based Reasoning and Deep Learning
Figure 4 for Interpretable Mammographic Image Classification using Cased-Based Reasoning and Deep Learning
Viaarxiv icon

ECKPN: Explicit Class Knowledge Propagation Network for Transductive Few-shot Learning

Jun 16, 2021
Figure 1 for ECKPN: Explicit Class Knowledge Propagation Network for Transductive Few-shot Learning
Figure 2 for ECKPN: Explicit Class Knowledge Propagation Network for Transductive Few-shot Learning
Figure 3 for ECKPN: Explicit Class Knowledge Propagation Network for Transductive Few-shot Learning
Figure 4 for ECKPN: Explicit Class Knowledge Propagation Network for Transductive Few-shot Learning
Viaarxiv icon

A Holistic Approach to Interpretability in Financial Lending: Models, Visualizations, and Summary-Explanations

Jun 04, 2021
Figure 1 for A Holistic Approach to Interpretability in Financial Lending: Models, Visualizations, and Summary-Explanations
Figure 2 for A Holistic Approach to Interpretability in Financial Lending: Models, Visualizations, and Summary-Explanations
Figure 3 for A Holistic Approach to Interpretability in Financial Lending: Models, Visualizations, and Summary-Explanations
Figure 4 for A Holistic Approach to Interpretability in Financial Lending: Models, Visualizations, and Summary-Explanations
Viaarxiv icon

IAIA-BL: A Case-based Interpretable Deep Learning Model for Classification of Mass Lesions in Digital Mammography

Add code
Mar 23, 2021
Figure 1 for IAIA-BL: A Case-based Interpretable Deep Learning Model for Classification of Mass Lesions in Digital Mammography
Figure 2 for IAIA-BL: A Case-based Interpretable Deep Learning Model for Classification of Mass Lesions in Digital Mammography
Figure 3 for IAIA-BL: A Case-based Interpretable Deep Learning Model for Classification of Mass Lesions in Digital Mammography
Figure 4 for IAIA-BL: A Case-based Interpretable Deep Learning Model for Classification of Mass Lesions in Digital Mammography
Viaarxiv icon

Interpretable Machine Learning: Fundamental Principles and 10 Grand Challenges

Mar 20, 2021
Figure 1 for Interpretable Machine Learning: Fundamental Principles and 10 Grand Challenges
Figure 2 for Interpretable Machine Learning: Fundamental Principles and 10 Grand Challenges
Figure 3 for Interpretable Machine Learning: Fundamental Principles and 10 Grand Challenges
Figure 4 for Interpretable Machine Learning: Fundamental Principles and 10 Grand Challenges
Viaarxiv icon

Interpretable Image Recognition with Hierarchical Prototypes

Add code
Jun 25, 2019
Figure 1 for Interpretable Image Recognition with Hierarchical Prototypes
Figure 2 for Interpretable Image Recognition with Hierarchical Prototypes
Figure 3 for Interpretable Image Recognition with Hierarchical Prototypes
Figure 4 for Interpretable Image Recognition with Hierarchical Prototypes
Viaarxiv icon

An Interpretable Model with Globally Consistent Explanations for Credit Risk

Nov 30, 2018
Figure 1 for An Interpretable Model with Globally Consistent Explanations for Credit Risk
Figure 2 for An Interpretable Model with Globally Consistent Explanations for Credit Risk
Figure 3 for An Interpretable Model with Globally Consistent Explanations for Credit Risk
Figure 4 for An Interpretable Model with Globally Consistent Explanations for Credit Risk
Viaarxiv icon