HUMAN-IN-THE-LOOP EXTRACTION OF INTERPRETABLE CONCEPTS IN DEEP LEARNING MODELS

 The interpretation of deep neural networks (DNNs) has become a key topic as more and more people apply them to solve various problems and making critical decisions. Concept-based explanations have recently become a popular approach for post-hoc interpretation of DNNs. However, identifying human-understandable visual concepts that affect model decis...

DEEP LEARNING HUMAN-IN-THE-LOOP

HUMAN-IN-THE-LOOP EXTRACTION OF INTERPRETABLE CONCEPTS IN DEEP LEARNING MODELS

 The interpretation of deep neural networks (DNNs) has become a key topic as more and more people apply them to solve various problems and making critical decisions. Concept-based explanations have recently become a popular approach for post-hoc interpretation of DNNs. However, identifying human-understandable visual concepts that affect model decis...

DEEP LEARNING HUMAN-IN-THE-LOOP