geometry-as-address
[ARXIV 2026] Geometry as Address: Routing Attention to Visual Memory for Long-Horizon Camera-Controlled Video Generation
Details
- External ID
- 1392232912
- Source
- GITHUB
- Company
- —
- Product
- geometry-as-address
- Website domain
- github.com
- Launched
- Sept. 28, 2026
- Cohort
- —
- Upvotes
- 37
- Upvotes percentile
- 0.7669741224698949
- Tags
- —
- Fetched at
- Sept. 30, 2026, 5:02 p.m.
- Updated at
- Sept. 30, 2026, 5:02 p.m.
Enrichment
- Theme
- ai video generation and editing tools
- Vertical
- Media & entertainment
- Function
- Model & infra
- Audience
- Developer
- AI stance
- AI-native
- Project type
- Hobby / open-source project
- Normalized one-liner
- camera-controlled video generation model using geometric visual memory
- Manually corrected
- False
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 — 810 launches clear the similarity bar, closest 8 shown.
Attention rank: #215 of 811 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 332 days after the earliest competitor.
- VGGT-Diff · github · 2026-09-27 · 44 upvotes · similarity 0.65
- gemos-still · github · 2026-09-12 · 14 upvotes · similarity 0.62
- glance-speedlab · github · 2026-09-23 · 48 upvotes · similarity 0.59
- G-ray · github · 2026-09-14 · 16 upvotes · similarity 0.59
- Crow-DLSS5-Video-Image-Converte · github · 2026-09-11 · 7 upvotes · similarity 0.58
- meshybench · github · 2026-09-20 · 11 upvotes · similarity 0.57
- egodup · github · 2026-09-14 · 35 upvotes · similarity 0.56
- Induction Labs - foundation models that learn from observation · yc · 2026-07-23 · 15 upvotes · similarity 0.56
Other launches for this product
- No other launches for this product.
Same idea, different domain
Nobody's really built a model & infra tool for Fintech yet.