{
  "id": 11346462,
  "title": "SILSA: Sliding-Window Slice Latents for Topology-Preserving High-Resolution 3D Generation",
  "url": "https://urgent.news/2026/10/01/silsa-sliding-window-slice-latents-for-topology-preserving-high",
  "topic": "ai",
  "section": "AI",
  "published": "2026-10-01T17:59:46.000Z",
  "source": {
    "name": "arXiv cs.AI",
    "slug": "arxiv-cs-ai",
    "url": "https://arxiv.org/abs/2610.02201v1"
  },
  "original_language": "en",
  "account": null,
  "summary": "High-resolution 3D generation increasingly relies on voxel latents and multi-stage pipelines that first predict active structure and then synthesize local geometry. While effective, this design fragments continuous surfaces into many local tokens, inflates generation cost, and often weakens topological consistency for thin or highly connected shapes. We introduce SILSA, a topology-aware 3D…",
  "key_points": [],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 1,
    "also_reported_by": []
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}