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Researcher profile

Maeesha Binte Hashem

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. Towards Model-Size Agnostic, Compute-Free, Memorization-based Inference of Deep Learning

    2024

    The rapid advancement of deep neural networks has significantly improved various tasks, such as image and speech recognition. However, as the complexity of these models increases, so does the computational cost and the number of …

  2. Neural Precision Polarization: Simplifying Neural Network Inference with Dual-Level Precision

    2025

    We introduce a precision polarization scheme for DNN inference that utilizes only very low and very high precision levels, assigning low precision to the majority of network weights and activations while reserving high precision paths …