Mohan Dogra's Projects
NAACL'2021: A Frustratingly Easy Approach for Entity and Relation Extraction https://arxiv.org/abs/2010.12812
PyTorch code for our paper "Attention in Attention Network for Image Super-Resolution"
Aspect Based Sentiment Analysis, PyTorch Implementations. ๅบไบๆน้ข็ๆ
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The goal of the project is to generate a short and concise summary that captures the salient ideas of the source text using attention model. The generated summaries potentially contain new phrases and sentences that may not appear in the source text
assassin's creed with parallax :)
[ACL-IJCNLP 2021] Automated Concatenation of Embeddings for Structured Prediction
Azure Search Python sample code
A multi-class classification approach to categorize the type of Butterfly using Transfer Learning from CNN 'inception_V3' model in Tensorflow.
Text classification using different neural networks (CNN, LSTM, Bi-LSTM, C-LSTM).
A classifier to categorize the breed of cats into 4 types on feeding the input image of a cat using Convolutional Neural Network with Tensorflow.
The goal of this project is to develop a tool that predicts which customers are likely to leave a company based on their behavior, such as purchase history, customer service interactions, and demographic data.
A 3D website for city fire department to update,view, enter, delete records and reports.
Assignments & Projects for the course Computer Vision 415
Official website for Computer Society Of India -Mumbai Chapter (CSI SFIT)
A collection of computer vision pre-trained models.
Building a TF-based DCGAN for dog image generation.
An AI model to remove noise from the input audio using deep learning model which predicts the type of noise present and filter it out from the audio to give noise-free results.
The repo contains the code of the ACL2020 paper `Dice Loss for Data-imbalanced NLP Tasks`
The open-source repo for docs.github.com
A real time face-liveliness recognizer using pretrained model VG16 and OpenCV
A continous fuzzy inference system for covid along with the result visualization
Graph Convolutional Networks for Text Classification. AAAI 2019
A demo on hosting on heroku of a Flask app using Git
A time-series predicting model for predicting INR value agains USD currency, using last 10 years Dataset with Neural Networks
Kaggle - Recognizing faces in the wild rank 28 solutionhttps://www.kaggle.com/c/recognizing-faces-in-the-wild