papers
Author : Ranjith Muralidharan Submitted on : 4 Sep 2021 Abstract – A brain tumor is a cluster of abnormal cells that grows out of control in your brain. Some brain tumors are benign, which do not necessarily lead to cancer though can cause serious health problems. Others are malignant, which means they can cause […]
Author : Nikhil Narayan Submitted on : 5 Dec 2020 Abstract – This paper discusses the working principle of SimCLR algorithm, developed by research scientists at Google Brain. SimCLR framework incorporates a unique choice of data augmentation techniques along with a learnable nonlinear transformation between the representation and the contrastive loss to substantially improve the […]
Author : Shubha Manikarnike Submitted on : 5 Dec 2020 Abstract – This paper is a review of the paper “Reinforcement Learning for Supply Chain Optimization” (https://www.researchgate.net/publication/328676423_Reinforcement_learning_for_supply_chain_optimization) and helps us understand how to model the supply chain environment as a Reinforcement Learning problem and how to model the DDPG algorithm can be used to successfully […]
Author : Indrajit Singh Submitted on : 5 Dec 2020 Abstract – Search has never been so easy and there has been always a gap between what a user needs and what the search engine returns as an output. In today’s world we tend to search everything in google without thinking much about the results. […]
Author : Bhavesh Laddagiri Submitted on : 5 Sep 2020 Abstract – Meta Learning (aka Learning to Learn) is about designing models which can learn and adapt to new tasks fast and efficiently without much fine-tuning. We want to design models that can learn to generalize well to new tasks, data or environments which are […]
Author : Gouthaman Asokan Submitted on : 5 Sep 2020 Abstract – Graphs have a specific format of data structure that makes it challenging to pass through the neural networks. We will be seeing a specified neural network called Graph Convolution Network, which acts as a first order approximation of Spectral Graph Convolutions. This network […]
Author : Shubha Manikarnike Submitted on : 5 Sep 2020 Abstract – This paper explains the AlphaGoZero algorithm which was developed by Google Deepmind. It achieved super human performance in the Game of GO. It discusses Monte Carlo Tree Search (MCTS) algorithm which is integrated with an Actor Critic approach. The agent learns how to […]
Author : Bismillah Kani Submitted on : 5 Sep 2020 Abstract – In this paper, we propose a COVID-19 Chest X-Ray Analyzer tool that uses deep learning for diagnostics of primarily COVID-19 disease. The tool is designed to be a supportive tool for radiologists and healthcare professionals who are overburdened by the increasing number of […]
Author : Niraj Kale Submitted on : 5 Sep 2020 Abstract – Machine learning has come a long way since the perceptron was introduced in the 1950s. With more advanced ML algorithms there is a need for speed to achieve higher accuracy. Quantum computation can help in achieving higher calculations per second which can exponentially […]