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WonderJourney: Going from Anywhere to Everywhere

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arxiv 2312.03884 v2 pith:SUF77ZBE submitted 2023-12-06 cs.CV cs.GR

classification cs.CVcs.GR
keywords scenesgenerationwonderjourneycompellingdiversegeneratejourneyscene
verification ladder T0 review T1 audit T2 compute T3 formal

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We introduce WonderJourney, a modularized framework for perpetual 3D scene generation. Unlike prior work on view generation that focuses on a single type of scenes, we start at any user-provided location (by a text description or an image) and generate a journey through a long sequence of diverse yet coherently connected 3D scenes. We leverage an LLM to generate textual descriptions of the scenes in this journey, a text-driven point cloud generation pipeline to make a compelling and coherent sequence of 3D scenes, and a large VLM to verify the generated scenes. We show compelling, diverse visual results across various scene types and styles, forming imaginary "wonderjourneys". Project website: https://kovenyu.com/WonderJourney/

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Forward citations

Cited by 2 Pith papers

Reviewed papers in the Pith corpus that reference this work. Sorted by Pith novelty score. Full citation record

  1. VMem: Consistent Interactive Video Scene Generation with Surfel-Indexed View Memory

    cs.CV 2025-06 conditional novelty 6.0 of 10

    A surfel-indexed view memory that retrieves the most relevant past views geometrically enables consistent and efficient long-term interactive scene generation from a single image.

  2. From World Action Models to Embodied Brains: A Roadmap for Open-World Physical Intelligence

    cs.RO 2026-07 conditional novelty 4.0 of 10

    Physical intelligence needs an embodied brain that reasons over interventions and emits capability requests, grounded by a physical harness and shared experience contracts rather than direct actuator policies.

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