What If : Understanding Motion Through Sparse Interactions

Stefan Andreas Baumann, Nick Stracke, Timy Phan +1

Adapting Self-Supervised Representations as a Latent Space for Efficient Generation

Ming Gui, Johannes Schusterbauer, Timy Phan +4

Searching with Opponent-Awareness

Timy Phan

TREAD: Token Routing for Efficient Architecture-agnostic Diffusion Training

Felix Krause, Timy Phan, Ming Gui +3

Schrödinger's Cat: Probabilistic Representation and Prediction of Potential Scene Kinematics

Timy Phan, Jannik Wiese, Björn Ommer

The paper introduces GARFIELD, a probabilistic model that learns a structured spatio‑temporal latent representation of possible future scene motions from a single image and optiona…

Probabilistic Precipitation Nowcasting with Rectified Flow Transformers

Johannes Schusterbauer, Jannik Wiese, Nick Stracke +2