arXiv (All)
open access
UniDynamics: Event-RGB Fusion for Unified Future 4D Dynamic Scene Generation
We propose UniDynamics, a diffusion-based framework for future 4D dynamic scenes (RGB, depth, and optical flow) generation from a single event-RGB pair, without requiring long histories or control priors as in existing methods, while explicitly modeling future motion fields. The core idea is to leve
Conceptio Open Archive
Analyze & explore related research in Conceptio
Connect this record directly into your research workflow or AI agent. Explore citations across open repositories, query full text, and export structured proof bundles.
This document is indexed with metadata only: full text is not available in the archive for this record. Open the official source ↗
Related documents
- Reconstructing the Dynamic World: A Representation-Centric View of 4D Scene Reconstruction#1145127
- 4DStreamCtrl: Interactive Video Generation with Online 4D Control#1122481
- Point4D: Long-range 4D Motion Reconstruction#986742
- Kepler4D: Controllable Future Video Generation via 4D Scene State Evolution#1199426
- A Compact Explicit 4D Representation for Dynamic Scenes#1156501
Record · ID 1188151
Retrieved via Conceptio: every document is proof-bundled with source, license, and retrieval metadata.
Retrieved via Conceptio: every document is proof-bundled with source, license, and retrieval metadata.
Bring this data into your agent: Connect via MCP or API · 20 free credits to start · no card required
Read the Docs → · View CLI source on GitHub · Conceptio Open Knowledge Archive
Read the Docs → · View CLI source on GitHub · Conceptio Open Knowledge Archive