RESEARCH & IP

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 AI practice defines the standards in Artificial Intelligence design and consulting. Our Deep Learning algorithms are disrupting the way how business gets done !

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Solutions Consulting in AI and Machine Learning

EraStrat 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.

Contact us for all your ML design and development needs.

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RECENT POSTS

07
Aug
End-to-End Object Detection with Transformers

Recently, I presented a session on End-to-End Object Detection with Transformers at CellStrat AI Lab. Introduction The goal of object detection in computer vision is to identify and locate objects in an image or video. The object detection methods can be divided into two categories as Two stage detectors and Single stage detectors. In two stage […]

Posted in: Artificial Intelligence, Computer Vision, Deep Learning,
Tags: DETR, Faster RCNN, object detection, transformers,
06
Aug
Optimization-Based Meta Learning

Recently I presented a session on Optimization-based Meta Learning, Part 3 of the Meta Learning Series, at the CellStrat AI Lab. The previous parts are found here – Part 1 (Metric-based Meta Learning), Part 2 (Model-based Meta Learning) Meta Learning, of course, refers to “Learning to Learn“. Quick Recap (Metric-based Meta Learning) Meta-Learning deals with […]

Posted in: Artificial General Intelligence (AGI),
Tags: fast weights, first order MAML, First-order Meta Learning, FOMAML, MAML, Meta Learning, Metric-based Meta Learning, Model-agnostic meta learner, Model-based Meta Learning, Optimization-based Meta Learning, reinforcement learning, Reptile, transfer learning,
05
Aug
Hierarchical Text Generation and Planning for Strategic Dialogue using RL

Introduction Moving up the value chain CellStrat would like to encourage discussions and webinars focusing on the application of AI in Real Life problem-solving. A beginning has already been made and this is another step in that direction. The use of Deep Learning and Reinforcement Learning to solve a complex Strategic Negotiation is a very […]

Posted in: Artificial General Intelligence (AGI), Artificial Intelligence, Natural Language Processing, Reinforcement Learning, Retail,

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