About Me

I am a M.S. student at IIIT Hyderabad. I am advised by Prof. C. V. Jawahar and Prof. P. K. Vinod. I am broadly interested in machine learning and computer vision. Specifically my research is focused on representation learning on medical imaging tasks.

Publications

Exploring similarities among cancers from a deep learning perspective
Piyush Singh, Ashish Menon, C. V. Jawahar, P. K. Vinod
Frontiers in Oncology
[PDF] [Code]
Interacting Learning for Assisting Whole Slide Image Annotation
Ashish Menon, Piyush Singh, C. V. Jawahar, P. K. Vinod
Asian Conference on Pattern Recognition ACPR 2021.
[PDF] [Code]

Projects

Toy Chat Serrver

Toy Chat server in C++ using multi-threading and socket programming.
code

Wikipedia Search Engine

Search engine on wiki 75GB dump by chunking, creating inverted index and merging index files.
code

Revisiting Classical ML

Python library containing minimal implementations of classical ML algorithms.
code

How is DL able to generalize so well

Experiments to explore what makes deep networks generalizable.
code

Panorama generator

Generate a panorama from multiple images taken from same location.
code

Viola Jones Face Detector

Implementation of Viola Jones object detection framework from scratch.
code

Breaking Neural Nets

Simple adversarial attacks and defences.
code

Captioning app

Android app for image captioning using RNNs with visual attention
code | app

Music cover search engine whitepaper

Whitepaper on building a music cover search engine.
whitepaper

Tools

Flask Image Gallery

An application that lets you quickly view images from your server’s CLI
code

Personal Mini Cloud

Quickly share files from command line without any installation.
code | site

Terminal Music

Search and play music on YouTube from your terminal.
code | site