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devansh20la/README.md

About Me

I’m a Deep Learning Software Engineer at NVIDIA, New Jersey. Previously, I was a PhD candidate at Learning Systems Laborator (LSL), Department of Electrical Engineering, New York University where I worked under the aegis of Dr. Anna Choromanska.

Research Interest

I started my journey with deep interest in medical image processing specifically high frequency ultrasound imaging. Over the past few months I've been working at the intersection of sample complexity, generalization and loss landscape of deep neural networks. I will be happy to chat with you about any of my projects, ou can reach me at bisla@nyu.edu.

Pinned

  1. LPF-SGD LPF-SGD Public

    Jupyter Notebook 14 7

  2. VisualBackprop VisualBackprop Public

    This is the Pytorch version of the VisualBack prop algorithm on the VGG16 model. Theoretical description of the algorithm can be found found here: https://arxiv.org/abs/1611.05418.

    Python 10 1

  3. Beating-Melanoma Beating-Melanoma Public

    We propose a deep-learning system for melanoma detection from dermoscopic images that relies on smart data augmentation.

    Python 7 2

  4. Image_inpainting Image_inpainting Public

    [Un-Official] implementation of Image In-painting with irregular holes

    Python 1

  5. MedViewer MedViewer Public

    Medical Image segmentation using active shape models on high frequency ultrasound data. I cannot post the dataset for obvious reasons but you can look at my codes and use it for your needs. I also …

    Python 8 2