Saurav Maheshkar ☕

Saurav Maheshkar

ML Engineer, Open Source Contributor, Writer

Hi there, My name is Saurav. I am a Computer Science student at the University of Manchester and interested in Geometric Learning and Self Supervised Learning. Currently, I am working on:

Benchmarking Self Supervised Learning Methods
Self Supervised Learning Methods for Graphs

I write about Geometric Deep Learning, Self-Supervised Learning and JAX.
Feel free to reach out via email at: sauravvmaheshkar [at] gmail [dot] com

Bringing Back MLPs Permalink

July 13, 2021 less than 1 minute read

It’s no news that transformers have dominated the field of deep learning ever since 2017. But in their recent work, titled ‘Pay Attention to MLPs,’ Hanxiao L...

Fourier Transform in Neural Networks ??!! Permalink

July 8, 2021 less than 1 minute read

Continuing on the recent series of reports analyzing newly proposed pure MLP based architectures. In this report I breakdown “FNet Mixing Tokens with Fourier...