Conversational Question Answering
This project concerns conversational question answering (CQA), which is the task of answering a sequence…
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Embedding Knowledge into Learning
Machine learning, particularly deep learning, has been spectacularly successful in the recent past. Human-level performance…
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Targeting High Productivity Workforces via Data-Centric Transfer Optimization in the Internet Era
This project aims at developing a novel computational framework that can adaptively re-use the knowledge…
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Enabling Spiking Neuromorphic Computation with On-Board Learning Through Algorithm and Hardware Co-design
As AI becomes more prevalent in everyday applications, there is a need for new algorithms…
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Rationalizing Deep Learning Model Decisions
In this research, our aim is to provide good explanatory power without sacrificing the performance…
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PAT-AI: Privacy-Aware Transparency for AI in Singapore
Recent years have seen an increasing push to make black-box algorithmic systems more transparent to…
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One-Shot Learning: A Crucial Learning Paradigm Towards Human-like Learning
With the increasing popularity of applying machine learning for various artificial intelligence (AI) problems, a…
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Kapitan Scout – ML Deployment Simplified
Preface Whilst embarking on a journey as AI engineers, many of us took different paths,…
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Lessons From an Object Detection Project
Introduction For the first phase of the AI Apprenticeship Programme (AIAP Batch 6), all apprentices…
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Technology Offers for Collaboration and Licensing
Over the past few years, research projects supported by AI Singapore have led to the…
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