Deep Learning

Detecting Hate Speech in Multi-modal Memes

PyTorch, Python, Jupyter Notebook, EC2

User De-Identification over Speech/Dialogue exchange

PyTorch, Python, Jupyter Notebook, EC2

Research Ideas for the Facebook Hateful Memes Challenge

We present Object Detection based Image Captioning, and Sentiment Analysis as our two research ideas to enhance performance against the adversarial examples introduced in the Hateful Meme challenge dataset.

Multi-Image Steganography Using Deep Neural Networks

Pytorch, Python, Jupyter Notebook

Siamese Manhattan LSTM Implementation for Predicting Text Similarity and Grading of Student Test Papers

This paper presents a method to grade answer papers written by the students by assessing the semantic similarity between the written answers and the actual answers and grading them accordingly based on the amount of semantic similarity between the two.