geometry-as-address
[ARXIV 2026] Geometry as Address: Routing Attention to Visual Memory for Long-Horizon Camera-Controlled Video Generation
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GITHUB · launched Sep 28, 2026 · 41 upvotes (top 21%) · 0 views
Niche: ai video generation tools · 760 launches, 45 in the last 7 days ▼ -46% · Explore this niche →
Category and tags
- Horizontal
- Model & infra
- Developer
- AI-native
- Hobby / open-source project
Visit website ↗ Source listing ↗
More like this: all 760 launches in ai video generation tools →
Could you build this?
No This is an academic research breakthrough in video diffusion models involving novel 3D-aware geometric attention mechanisms and visual memory routing.
What it would actually take: Building this requires developing a custom diffusion model architecture in PyTorch/CUDA that incorporates epipolar geometry or point-cloud spatial embeddings directly into transformer cross-attention layers. The core challenge is formulating the mathematical routing mechanism, gathering dense camera-pose annotated video datasets (e.g., RealEstate10K or custom 3D captures), and training at scale across hundreds of GPUs. It requires PhD-level computer vision and generative deep learning expertise.
Competitors
Other products that read as similar to this one : 2135 launches clear the similarity bar, closest 8 shown.
Attention rank: #469 of 2136 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 332 days after the earliest competitor.
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- glance-speedlab · github · 2026-09-23 · 48 upvotes · similarity 0.60
- kandinsky-6-sr · github · 2026-10-05 · 15 upvotes · similarity 0.60
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