2026
Escaping Optimization Stagnation: Taking Steps Beyond Task Arithmetic via Difference Vectors
AAAI 2026technical
Current methods for editing pre-trained models face significant challenges, primarily high computational costs and limited scalability. Task arithmetic has recently emerged as a promising solution, using simple arithmetic operations—addition and negation—based on task vectors which are the differenc