Hi there, let’s collect pretty things here

1. 2025

• Max Welling
• DailyPapers

Relevant Coursework

Deep Learning (Python)

Mixed Reality (C++)

Seminar in Visual Computing

Geometry for Computational Design and Fabrication

Shape Modeling

Vision Algorithms for Mobile Robotics (L+E)

Systems on Chips (Cuda, HPC)

Graph Theory

Real Analysis

(*Large-Scale AI Engineering)

📍 Model Structures

• AI Model Structures - 25

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

2. 2026

Check List

• Reading
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