Knowledge Map



Model Structures


1. 2025 - 2026


Relevant Coursework

Deep Learning (Python, 25)

3D Vision (25)

Doctoral Seminar in Visual Computing (25)

Shape Modeling and Geometry Processing (C++, 25)

Mixed Reality (C++, 25)

Physically Based Simulation in Computer Graphics (Blender, Unreal 5.6, 25)

CardioAI, Drug efficacy and pathway assessment in Brain Cancer

Medical AI / Health Tech

(*Large-Scale AI Engineering, 25)

(Vision Algorithms for Mobile Robotics (L+E))

Systems on Chips (Cuda, HPC, 25)

Graph Theory

(Lie Group and Riemannian Geometry)

(Information Geometry)

(Discrete Differential Geometry)

(Real Analysis)



Post-Training Techniques

❄️ Efficient Adaptation

  • Adapter (reduce training parameters)
  • Distillation (transfer knowledge)
  • Pruning (delete redundant structure)

❄️ Representation Learning

  • Self-Supervised Learning - SSL

❄️ Model Manipulation

  • Model Editing
  • Model Merging

❄️ Generalization

  • Few-shot Learning
  • Zero-shot Learning



Check List

  • reading, oxygen, fruits no sugar, protein
    • gym, jogging, tennis
    • chatting
    • Water
  • Take a Walk





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