Projects

These are the projects I have worked on during the course of my education.

Checkout my GitHub profile for a full list of projects.

• Dynamic Visual Quality Assessment for Video Games

  Extract gameplay visual quality indicators like anti-aliasing and texture quality using EfficientNet to predict overall visual quality by training regressors

  Posted on December 9, 2024

  

  

  Abstract [Read More]

  Tags:

  • Visual Quality
  • Texture Quality
  • Video Games
  • Graphics Recommendation
  • EfficientNet
  • Feature Extraction
  • Regression

• Gameplay highlight detection using Multi-modal learning

  Create highlight clips for first person shooting games by detecting interesting events such as kills and deaths

  Posted on February 6, 2024

  

  

  Abstract [Read More]

  Tags:

  • Computer Vision
  • Foundation Models
  • CLIP
  • Event Detection
  • Gaming
  • First Person
  • Prompt Engineering
  • Videos

• Synthesis of Brain Tumor MRI using GAN

  Synthesis of Brain Tumor MRI images using GAN aggregation with style transfer

  Posted on October 1, 2023

  

  

  Brain tumor identification is crucial to prevent long term disabilities. Severe cases such as High Grade Glioma may be fatal. Magnetic Resonance Imaging (MRI) is a powerful non-invasive tool for obtaining these brain scans. MRI scans can provide key information such as the location, shape, size and the growth stage... [Read More]

  Tags:

  • Computer Vision
  • Machine Learning
  • Brain MRI
  • GAN
  • Style Transfer
  • Synthetic Data

• Decomposable Attention Model for Novelty Detection

  Decomposable attention model for faster and better detection of semantic redundancy in text documents

  Posted on August 24, 2020

  

  

  Abstract [Read More]

  Tags:

  • Decomposable Attention
  • Novelty Detection
  • Machine Learning
  • Natural Language Processing
  • Semantic Redundancy

• Deep Neural Solution to Document Level Novelty Detection

  Convolutional Neural Network to filter out semantically redundant documents with respect to a set of relevant documents

  Posted on August 1, 2018

  

  

  Abstract [Read More]

  Tags:

  • Convolutional Neural Network
  • Novelty Detection
  • Machine Learning
  • Natural Language Processing
  • Semantic Redundancy