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Researcher profile

Ahmed Imtiaz Humayun

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. Training Dynamics of Deep Network Linear Regions

    2023 · arXiv (Cornell University)

    The study of Deep Network (DN) training dynamics has largely focused on the evolution of the loss function, evaluated on or around train and test set data points. In fact, many DN phenomenon were first …

  2. Learning Transferable Features for Implicit Neural Representations

    2024 · arXiv (Cornell University)

    Implicit neural representations (INRs) have demonstrated success in a variety of applications, including inverse problems and neural rendering. An INR is typically trained to capture one signal of interest, resulting in learned neural features that …