Papers2

#redundancy reduction

Next Embedding Prediction Makes World Models Stronger

George Bredis, Nikita Balagansky et al.Mar 3arXiv

NE-Dreamer is a model-based reinforcement learning agent that skips rebuilding pixels and instead learns by predicting the next step’s hidden features.

#model-based reinforcement learning#world models#next-embedding prediction

From Scale to Speed: Adaptive Test-Time Scaling for Image Editing

Intermediate

Xiangyan Qu, Zhenlong Yuan et al.Feb 24arXiv

This paper speeds up and improves AI image editing by giving hard edits more attention and easy edits less, just like a smart coach.

#adaptive test-time scaling#image chain-of-thought#image editing