Vidhya Kamakshi

Employment

• National Institute of Technology Calicut Assistant Professor
  2024 - Present

Education

Education history is unavailable.

Projects & Funding

Projects & funding information is unavailable.

Publications (9)

• SCE: Shared Concept Extractor to Explain a CNN's Classification Dynamics
  2024 DOI: 10.1145/3632410.3632425
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• Explainable Image Classification: The Journey So Far and the Road Ahead
  AI 2023 DOI: 10.3390/ai4030033
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• Explainable Supervised Domain Adaptation
  2022 International Joint Conference on Neural Networks (IJCNN) 2022 DOI: 10.1109/ijcnn55064.2022.9892273
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• MACE: Model Agnostic Concept Extractor for Explaining Image Classification Networks
  IEEE Transactions on Artificial Intelligence 2021 DOI: 10.1109/TAI.2021.3111138
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• PACE: Posthoc Architecture-Agnostic Concept Extractor for Explaining CNNs
  2021 International Joint Conference on Neural Networks (IJCNN) 2021 DOI: 10.1109/ijcnn52387.2021.9534369
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• Evaluation of Saliency-based Explainability Method
  ICML Workshop on Theoretic Foundation, Criticism, and Application Trend of Explainable AI, 2021 2021
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• Evaluation of saliency-based explainability methods
  arXiv 2021
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• MAIRE - A Model-Agnostic Interpretable Rule Extraction Procedure for Explaining Classifiers
  Lecture Notes in Computer Science 2021 DOI: 10.1007/978-3-030-84060-0_21
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• PACE: Posthoc Architecture-Agnostic Concept Extractor for explaining CNNs
  arXiv 2021
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