Portfolio item number 1
Short description of portfolio item number 1
Posts by Collection
portfolio
Portfolio item number 2
Short description of portfolio item number 2
publications
Paper Title Number 1
Published in Journal 1, 2009
This paper is about the number 1. The number 2 is left for future work.
Recommended citation: Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1). http://academicpages.github.io/files/paper1.pdf
Paper Title Number 2
Published in Journal 1, 2010
This paper is about the number 2. The number 3 is left for future work.
Recommended citation: Your Name, You. (2010). "Paper Title Number 2." Journal 1. 1(2). http://academicpages.github.io/files/paper2.pdf
Paper Title Number 3
Published in Journal 1, 2015
This paper is about the number 3. The number 4 is left for future work.
Recommended citation: Your Name, You. (2015). "Paper Title Number 3." Journal 1. 1(3). http://academicpages.github.io/files/paper3.pdf
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
Unconstrained Face Recognition Permalink
Course Project, PES University, Computer Science Dept., 2018
- Introduced a novel pipeline architecture for face recognition which used the highly optimized CloudForest algorithm to achieve 10-15x training time improvement over other ensemble classifiers such as Random Forest
Stance Detection to Identify Fake News Permalink
Course Project, PES University, Computer Science Dept., 2019
- Developed a Bi-LSTM model which utilized Contextualized word Embeddings (ELMo), to detect discrepancies between claim present in a news article and other authoritative news sources to identify potential fake news
- Demonstrated the superiority of the approach over existing online APIs for stance detection
- Multidimensional Analysis of fake news including identifying fake accounts on social media, fake websties detection and analysis of spliced images to spread fake news.
YouTube Trending Analytics Website Permalink
Course Project, Carnegie Mellon University, LTI, 2019
- Investigated factors that govern the YouTube trending page and visualized the presence of user and platform bias
- Hypothesized the reasons for existence of bias and demonstrated their variability across different countries
- Constructed a Machine Learning pipeline with XGBoost classifier to predict the likelihood of a video to trend
- Video Demo: https://www.youtube.com/watch?v=UlanYkq_VII
Unsupervised Scene change identification Permalink
Course Project, Carnegie Mellon University, LTI, 2020
- Introduced a generative approach that uses a Beta-VAE to identify scenes changes in videos by measuring KL divergence between images and Eliminated manual effort in annotating data for downstream tasks (Super-Slomo)
Visual Question Answering from Image Sets Permalink
Research Project, Carnegie Mellon University, LTI, 2020
- Adapted a Transformer based VQA model (LXMERT) for the task of Image-Set VQA and developed an Adversarial Regularization method to reduce dependance on language biases & improve performance on out-of-domain data
- Introduced a new pre-training objective which utilized object bounding boxes extracted from an RCNN to improve model performance on object description questions by 4%
Zero-Shot Language Transfer vs Iterative Back Translation for Unsupervised Machine Translation Permalink
Research Project, Carnegie Mellon University, LTI, 2020
- Investigated the effect of out-of-domain data and monolingual data size on the quality of Unsupervised MT
- Compared the efficacy of back-translation vs language transfer techniques using the mBART model on similar (English-Romanian) and dissimilar (English-Nepali) language pairs