6 citations · 18 across the 4 of their papers we have counts for
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cs.CV2026
Decoupled Drift-Diffusion World Models for Consistent Future Frame Prediction
Anton Arapin, Aditya Singh, Yixin Wang +2
World models of visual information predict future image frames conditioned on given action sequences. This predicted scene evolution is driven by deterministic changes such as cont…
cs.CV2026
Action Jets: Learning the Local Shape of the Action-conditioned Data Manifold
Anton Arapin, Chahyon Ku, Bernadette Bucher
World models are a powerful means of reasoning and planning, but many of these action-conditioned predictive models are high dimensional and computationally expensive. These challe…