Birs- 19w5092: Reconstruction Methods for Inverse Problems

  1. Title:
    Detecting presence of emission sources with low SNR. "Analysis" vs deep learning

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  2. Title:
    A multiscale approach for inverse problems

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    Two nonlinear harmonic analysis results: a Plancherel theorem for a nonlinear Fourier transform arising in the Inverse Conductivity Problem and multiscale decomposition of diffeomorphisms in Image Registration.

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  4. Title:
    Stable determination of polygonal and polyhedral interfaces from boundary measurements

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    Infinite-dimensional inverse problems with finite measurements

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  6. Title:
    Quantitative PAT-OCT Elastography for Biomechanical Parameter Imaging

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  7. Title:
    Regularization of Inverse Problems via Time Discrete Geodesics in Image Spaces

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  8. Title:
    Discrete processes and their continuous limits

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  9. Title:
    Total variation based Lavrentiev regularisation

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  10. Title:
    Analysis of a model of elastic dislocation in geophysics

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  11. Title:
    Regularization of backwards diffusion by fractional time derivatives

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  12. Title:
    The impact of conditional stability estimates on variational regularization and the distinguished case of oversmoothing penalties

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  13. Title:
    A convex analysis approach to iterative regularization methods

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  14. Title:
    Deep Neural Networks motivated by PDEs

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  15. Title:
    Combining learned and model based approaches for inverse problems

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  16. Title:
    Combining the Runge approximation and the Whitney embedding theorem in hybrid imaging

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  17. Title:
    Conservative architectures for deep neural networks

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  18. Title:
    New results on a variational inequality formulation of Lavrentiev regularization for nonlinear monotone ill-posed problems

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  19. Title:
    A stable Bayesian layer stripping algorithm for electrical impedance tomography

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  20. Title:
    Reconstruction via Bayesian hierarchical models: convexity, sparsity and model reduction

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