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20232026
most citedSwitch Diffusion Transformer: Synergizing Denoising Tasks with Sparse Mixture-of-Experts

1 citations · 1 across the 12 of their papers we have counts for

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cs.CV2025

Understanding, Accelerating, and Improving MeanFlow Training

Jin-Young Kim, Hyojun Go, Lea Bogensperger +5

MeanFlow promises high-quality generative modeling in few steps, by jointly learning instantaneous and average velocity fields. Yet, the underlying training dynamics remain unclear…

cs.LG2025

Toward Stable World Models: Measuring and Addressing World Instability in Generative Environments

Soonwoo Kwon, Jin-Young Kim, Hyojun Go +1

We present a novel study on enhancing the capability of preserving the content in world models, focusing on a property we term World Stability. Recent diffusion-based generative mo…