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AI Research

AI Research

Achieving Super-Resolution

December 17, 2020December 15, 2020 by atoh
One application of this research breakthrough is to overcome physical camera lens limitations in mobile phones Can you take high-resolution,

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Generating Data for AI

December 17, 2020December 15, 2020 by atoh
Deep generative models help alleviate the difficulties of gaining access to costly or sensitive data Artificial intelligence (AI) relies on

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Developing Human-like 3D Perception in Robots

December 17, 2020December 15, 2020 by atoh
The technology will enable machines to navigate safely in an environment with humans and other objects Much work has been

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Discovering the Science behind Hyperparameter Tuning

September 1, 2020September 1, 2020 by atoh
Companies hire large teams of data scientists to manually tune hyperparameter configurations of deep learning models.  These parameters are used

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Imbuing ML with Human-like Intelligence

September 1, 2020September 1, 2020 by atoh
How can a financial fraud detection model trained in one country be applied in another? How does mastery of C++

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Understanding the Behaviour of Learning Algorithms in Zero-sum Games

September 1, 2020September 1, 2020 by atoh
In economic and game theory, zero-sum games are settings for perfect competition where the gain of one player is exactly

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Newly Launched – AISG PhD Fellowship Programme

August 12, 2020August 12, 2020 by atoh
We are pleased to announce the launch of the AISG PhD Fellowship Programme which is part of AISG’s Research programme

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Helping machines to understand human language better

June 4, 2020June 4, 2020 by atoh
Natural language is ambiguous. Human beings can easily disambiguate the meaning of linguistic units such as words, phrases and sentences

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Developing a unified framework for NLP algorithms

June 4, 2020June 4, 2020 by atoh
Natural language processing (NLP) has been around for more than 50 years but has become more well-known recently, thanks to

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Natural Language Processing for Appendicitis Diagnosis

June 4, 2020June 4, 2020 by atoh
Researchers in natural language processing (NLP) have made significant progress recently. We have also witnessed more NLP applications in widespread

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This research is supported by the National Research Foundation, Singapore under its AI Singapore Programme (AISG-RP-2019-050). Any opinions, findings and conclusions or recommendations expressed in this material are those of the author(s) and do not reflect the views of National Research Foundation, Singapore.

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