Page Not Found
Page not found. Your pixels are in another canvas.
Sitemap
A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
About
About me
Page not in menu
This is a page not in th emain menu
Posts
Ensemble Learning for Deep Learning-based MRI Super Resolution
Published:
In this article, the concept of ensemble learning and its usage in deep learning for super resolution is discussed with the help of one of its applications in the paper ‘MRI Super-Resolution with Ensemble Learning and Complementary Priors’ as an example.
Super Resolution and its Recent Advances in Deep Learning — Part 2
Published:
This is the second part of the Super resolution series. It’s mainly about supervised superresolution and an introdution to frameworks used in this domain.
Super Resolution and its Recent Advances in Deep Learning — Part 1
Published:
This article is mainly aimed at Machine Learning and Computer Vision enthusiasts with little or no background in these fields. In this part, I briefly introduced the concept of Super-Resolution and its confounding applications in various fields. I also discussed a few initial algorithms which paved the way to current progress in this domain.
EnhanceNet: Single Image Super-Resolution Through Automated Texture Synthesis
Published:
In this article, the highlights of EnhanceNet paper for single image super-resolution and the performance of various versions of it are discussed. I would like to mainly emphasize its loss functions which are responsible for a perceptual quality close to the original high-resolution image.
portfolio
Portfolio item number 1
Short description of portfolio item number 1
Portfolio item number 2
Short description of portfolio item number 2
publications
Class Pulse: A SMAC Application to Enhance Student Feedback and Interaction
Published in International Conference on Mobile Computing and Sustainable Informatics (ICMCSI), 2020
This paper is about a Web application using MERN stack to enhance classroom interaction via real-time feedback and queries
Download here
Siamese-SR: A SiameseSuper-Resolution Modelfor Improved Petrophysical Parameter Estimation in Digital Rock
Published in Under review at the IEEE Transactions on Image Processing, 2020
This paper is about a novel Generative Adversarial Network based model to super resolve digital rock images
Download here
talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching Assistant (Computer Science)
Undergraduate course, Computer Science Department, BITS Pilani - India, 2017
Course: Computer Programming Teaching Assistant to Professor Barsha Mitra for the course CS F111 Computer Programming (Lecture, Practical).
Teaching Assistant (Economics)
Undergraduate courses, Economics Department, BITS Pilani - India, 2018
Courses:
- Teaching Assistant to the head of the Economics department Prof. Sudatta Banerjee for Economic Environment of Business course.
- Teaching assistant to Prof. Bheemeshwar for the courses Econometric Methods, and, Economics of Growth and Development.
Undergraduate Research Intern
Undergraduate Thesis, Computational Data Science Department, Indian Institute of Science, 2019
Research Intern in the Medical Image Processing (MIG) lab headed by Prof.Phaneendra Yalavarthy of the Computational Data Science department at IISc, Bangalore.
Graduate Research Assistant (IISc)
Graduate Research, Computational Data Science Department, Indian Institute of Science, 2020
Research Assistant in the Medical Image Processing (MIG) lab headed by Prof.Phaneendra Yalavarthy of the Computational Data Science department at IISc, Bangalore. My research was in collaboration with the Royal Dutch Shell Technology Centre, Bangalore - India
Graduate Research Assistant (UPenn)
Graduate Research, World Well-Being Project, University of Pennsylvania, 2021
Research Assistant to Dr. Lyle Ungar, Professor in Computer and Information Science at Penn Engineering and Psychology at the School of Arts & Sciences, and, Dr. Sharath Chandra Guntuku, an Assistant Professor (Research) in the Department of Computer and Information Science at the University of Pennsylvania.