Pith Number

pith:S3YU4SGR

pith:2024:S3YU4SGRTZ2DEQKBZK33L7DHW5

not attested not anchored not stored refs pending

LayoutVLM: Differentiable Optimization of 3D Layout via Vision-Language Models

Dylan Lim, Fan-Yun Sun, Federico Tombari, Goutam Bhat, Jiajun Wu, Manling Li, Nick Haber, Siyi Gu, Weiyu Liu

arxiv:2412.02193 v3 · 2024-12-03 · cs.CV · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{S3YU4SGRTZ2DEQKBZK33L7DHW5}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

5 papers in Pith

SynCity 3000: Bootstrapping Scene-Scale 3D Diffusion

Text-Driven 3D Indoor Scene Synthesis in Non-Manhattan Environments

Perceive-then-Plan: Layout-as-Policy for Monocular 3D Scene Layout Estimation

STABLE: Simulation-Ready Tabletop Layout Generation via a Semantics-Physics Dual System

ProcFunc: Function-Oriented Abstractions for Procedural 3D Generation in Python

Receipt and verification

First computed	2026-07-05T10:28:29.260028Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

96f14e48d19e74324141cab7b5fc67b76cea19da86a8f108d9b630e4ed6e055d

Aliases

arxiv: 2412.02193 · arxiv_version: 2412.02193v3 · doi: 10.48550/arxiv.2412.02193 · pith_short_12: S3YU4SGRTZ2D · pith_short_16: S3YU4SGRTZ2DEQKB · pith_short_8: S3YU4SGR

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/S3YU4SGRTZ2DEQKBZK33L7DHW5 \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 96f14e48d19e74324141cab7b5fc67b76cea19da86a8f108d9b630e4ed6e055d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "aa06bb6948520e1a029aab513ad0471107655338fea26f7e0ccf5d7dc31bcfe6",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-03T06:15:04Z",
    "title_canon_sha256": "1e717cdec0a9e761b4bacf91029238e7d16a222a2be469137576a7f903819950"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.02193",
    "kind": "arxiv",
    "version": 3
  }
}