FIELD NOTES TOPIC

deep learning models

2 notes, newest first.

  1. extsc{TestifAI}: Tomography-Based Testing for Deep Learning Systems

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    TestifAI is a deep learning testing framework that efficiently and accurately estimates the robustness of AI models against combinations of perturbations. It allows users to specify operational conditions as structured…

  2. Expresso-AI: Explainable Video-Based Deep Learning Models for Depression Diagnosis

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    The researchers have developed a new method for diagnosing depression using deep learning models and facial videos. Their approach provides interpretable explanations for the model's decisions, which can help health…