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How I Study AI - Learn AI Papers & Lectures the Easy Way

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All SourcesarXiv
#semantic consistency

DreamWorld: Unified World Modeling in Video Generation

Intermediate
Boming Tan, Xiangdong Zhang et al.Feb 28arXiv

DreamWorld is a new way to make videos that not only look real but also follow common-sense rules about motion, space, and meaning.

#video diffusion transformer#world model#optical flow

HyperAlign: Hypernetwork for Efficient Test-Time Alignment of Diffusion Models

Intermediate
Xin Xie, Jiaxian Guo et al.Jan 22arXiv

Diffusion models make pictures from noise but often miss what people actually want in the prompt or what looks good to humans.

#diffusion models#rectified flow#hypernetwork