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Attempt at Bridging Vision Transformer based tumor detection with Variational Auto Encoder based Causal Learning

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Explainable AI: Image Classification

This is my own implementation of a project from manning (Image Classification and Segmentation). Instead of relying to existing models I am creating smaller custom models (Vision Transformer, Segmentation Transformers and Causal Variational Encoders).

References: Causal AI,

  • Chernozhukov, V. & Hansen, C. & Kallus, N. & Spindler, M. & Syrgkanis, V. (2024): Applied Causal Inference Powered by ML and AI. CausalML-book.org; arXiv:2403.02467.
  • Causal AI. (2025). Manning Publications. https://www.manning.com/books/causal-ai

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Attempt at Bridging Vision Transformer based tumor detection with Variational Auto Encoder based Causal Learning

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