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Implementation of Adversarial Training for BERT and BERT-Like Models and Analysis of effects of model compression on Robustness of a model

Python 10.75% Jupyter Notebook 87.52% Shell 1.73%
adversarial-attacks bert bert-model model-compression student-teacher-learning textattack

adversarialtraining_in_distilation_of_bert's Introduction

Hi there ๐Ÿ‘‹

My name is Vijay S Kalmath and I'm an aspiring Deep Learning Engineer.

Education


Pursuing my Masters in Data Science in Columbia University wtih a focus on Deep Learning.

  1. Deep Learning Summer Researcher at Columbia Wimnet Lab
  2. Course Assistant for Columbia AI Online Program - Deep Learning Course and Data Ethics and Privacy Course

Work Experience


Worked in the Software Defined Networking Team at Cisco,Bangalore for 3 Years.

Current Work


  1. Won Gold Medal in Climate Change Image Classification Competition on AIModelShare - Linkedin
  2. Contributing to TextAttack Library - TextAttack - PRs

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You can find me on LinkedIn or email me at [email protected]

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