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@NTU-AI4X

NTU AI4X

AI4X Research Team at Nanyang Technological University

NTU AI4X

This group was established in February 2026. More information about our team can be found on our team page. Building upon NTU's long-term strategic investment in AI for X and strong support from the Singapore government, our team is dedicated to advancing foundational AI technologies and their deep integration into high-impact real-world domains.

Motivation

This GitHub organization mainly presents our open-source code and research resources in General AI and AI4X Applications.

General AI

  • Multimodal/Self-supervised foundation models
  • Foundation model evaluation
  • Unified models (CV2.0)
  • Efficient AI and large model feature coding
  • Metric and benchmark design

AI4X Applications

  • Battery management systems
  • Power battery detection with ultra-dense plates, including 600+ plate scenarios
  • High-speed power battery CT reconstruction
  • Fine-grained battery attribute generation
  • Medical diagnosis with incomplete modalities
  • Blood analysis and disease prediction across different populations
  • PET-CT-MR fusion
  • Medical generalist models
  • Open-vocabulary learning in medicine
  • Tool agents for research
  • Tool agents for photography
  • Image outpainting, reflection removal, and variable aperture bokeh
  • Multimodal understanding of harmful content in virtual experiences

Popular repositories Loading

  1. X-ray-PBD X-ray-PBD Public

    (IJCV 2026 & CVPR 2024) Power Battery Detection

    Python 320 15

  2. ConceptSeg-R1 ConceptSeg-R1 Public

    Segment Any Concept via Meta-Reinforcement Learning

    Python 251 20

  3. LaMoFCBench LaMoFCBench Public

    Benchmark for Large Model Feature Coding

    Python 110 16

  4. AI4XTemplate AI4XTemplate Public

    Modern, professional LaTeX templates for academic papers. Available in English and Chinese versions.

    TeX 4

  5. .github .github Public

    1

  6. NTU-AI4X.github.io NTU-AI4X.github.io Public

    HTML

Repositories

Showing 6 of 6 repositories
  • LaMoFCBench Public

    Benchmark for Large Model Feature Coding

    NTU-AI4X/LaMoFCBench's past year of commit activity
    Python 110 16 0 0 Updated Jun 17, 2026
  • ConceptSeg-R1 Public

    Segment Any Concept via Meta-Reinforcement Learning

    NTU-AI4X/ConceptSeg-R1's past year of commit activity
    Python 251 20 0 0 Updated Jun 15, 2026
  • X-ray-PBD Public

    (IJCV 2026 & CVPR 2024) Power Battery Detection

    NTU-AI4X/X-ray-PBD's past year of commit activity
    Python 320 15 3 0 Updated Jun 10, 2026
  • AI4XTemplate Public

    Modern, professional LaTeX templates for academic papers. Available in English and Chinese versions.

    NTU-AI4X/AI4XTemplate's past year of commit activity
    TeX 4 MIT 0 0 0 Updated May 22, 2026
  • NTU-AI4X/NTU-AI4X.github.io's past year of commit activity
    HTML 0 0 0 0 Updated May 21, 2026
  • .github Public
    NTU-AI4X/.github's past year of commit activity
    1 0 0 0 Updated May 8, 2026

People

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