Author

Wei-Chiu Ma

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Preprint Sep 2026

Can 4D Foundation Models Remember?

Perceiving and remembering the visual world is fundamental to navigating and interacting with our environment. Current 4D foundation models, such as camera-controllable video models or 4D reconstruction models, can perceive and reconstruct dynamic environments, but how well they remember what they have perceived remain...

Guang-Zhao He, Hadar Averbuch-Elor, Wei-Chiu Ma · 0 citations

#artificial intelligence Preprint Oct 2026

TasteRoute: Personalized Routing for Video Generation

Rapid progress in video generation has led to a plethora of models that differ substantially in capability and generation cost. This raises a natural question: can each request be efficiently routed to an appropriate model? We find that even when the consensus of the other annotators is used as an oracle, it agrees wit...

Zhi Rui Tam, Chao-Chung Wu, Sin-Han Yang et al. · 0 citations

Preprint Sep 2026

FIRE3D: Feed-forward Interactive 3D Scene Reconstruction Within A Minute

We present FIRE3D, a unified framework that transforms a single RGB image or casual video into interactable 3D scene assets for games and interactive applications in under a minute for up to twelve textured instances including preprocessing. At the core of FIRE3D is a feed-forward inference pipeline that predicts a com...

Hongchi Xia, Tianhang Cheng, Wei-Chiu Ma et al. · 4 citations · ⚡1