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CellStrat is India’s top research firm in emerging areas of Artificial Intelligence, Machine Learning, Deep Learning and other cutting-edge technologies.

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CellStrat defines the standard in AI and ML application design and development.

Backed by our market-leading research content, we have expertise in algorithmic design related to machine learning protocols, deep neural networks and training AI routines. We are expert in developing scalable machine learning programs and applications.

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RECENT POSTS

21
Jul
A Review on SimCLR (Simple Framework for Contrastive Learning of Visual Representation)

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 […]

Posted in: papers, Unsupervised Learning,
21
Jul
Deep Deterministic Policy Gradients for Supply Chain Optimization

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 […]

Posted in: papers, Reinforcement Learning, Retail,
21
Jul
BERT – The Algorithm Behind Better Search Engines

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. […]

Posted in: Natural Language Processing, papers,

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