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FrankenMotion: Part-level Human Motion Generation and Composition

Beginner

Chuqiao Li, Xianghui Xie et al.Jan 15arXiv

FrankenMotion is a new AI that makes human motion by controlling each body part over time, like a careful puppeteer.

#Human motion generation#Part-level control#Hierarchical conditioning

Guiding a Diffusion Transformer with the Internal Dynamics of Itself

Beginner

Xingyu Zhou, Qifan Li et al.Dec 30arXiv

This paper shows a simple way to make image-generating AIs (diffusion Transformers) produce clearer, more accurate pictures by letting the model guide itself from the inside.

#Internal Guidance#Diffusion Transformer#Intermediate Supervision

Trainable Log-linear Sparse Attention for Efficient Diffusion Transformers

Beginner

Yifan Zhou, Zeqi Xiao et al.Dec 18arXiv

This paper introduces Log-linear Sparse Attention (LLSA), a new way for Diffusion Transformers to focus only on the most useful information using a smart, layered search.

#Log-linear Sparse Attention#Hierarchical Top-K#Hierarchical KV Enrichment

Papers3

FrankenMotion: Part-level Human Motion Generation and Composition

Guiding a Diffusion Transformer with the Internal Dynamics of Itself

Trainable Log-linear Sparse Attention for Efficient Diffusion Transformers