Papers2

#Knowledge Injection

Quantifying the Gap between Understanding and Generation within Unified Multimodal Models

Chenlong Wang, Yuhang Chen et al.Feb 2arXiv

This paper shows that many AI models that both read images and write images are not truly unified inside—they often understand well but fail to generate (or the other way around).

#Unified Multimodal Models#GAPEVAL#Gap Score

Self-Distillation Enables Continual Learning

Intermediate

Idan Shenfeld, Mehul Damani et al.Jan 27arXiv

This paper shows a simple way for AI models to keep learning new things without forgetting what they already know.

#Self-Distillation Fine-Tuning#On-Policy Distillation#Continual Learning