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Towards Trustworthy Foundation Models under Imperfect Scenarios

Project: Research project

Project Details

Description

The project aims to develop trustworthy foundation models that can perform effectively under imperfect conditions. Given that most real-world data, such as unexpected image artefacts and adversarial inputs, are frequently noisy, the research focuses on addressing reliability, robustness, and safety issues in the field of machine learning.
StatusActive
Effective start/end date1/06/25 → 31/05/28

UN Sustainable Development Goals

In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This project contributes towards the following SDG(s):

  1. SDG 3 - Good Health and Well-being
    SDG 3 Good Health and Well-being
  2. SDG 4 - Quality Education
    SDG 4 Quality Education
  3. SDG 9 - Industry, Innovation, and Infrastructure
    SDG 9 Industry, Innovation, and Infrastructure
  4. SDG 16 - Peace, Justice and Strong Institutions
    SDG 16 Peace, Justice and Strong Institutions

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