Pith Number

pith:YHP33VUF

pith:2025:YHP33VUF6IDLYFMZILWSSKEXR2

not attested not anchored not stored refs pending

Scenario Dreamer: Vectorized Latent Diffusion for Generating Driving Simulation Environments

Anthony Gosselin, Christopher Pal, Felix Heide, Liam Paull, Luke Rowe, Roger Girgis

arxiv:2503.22496 v1 · 2025-03-28 · cs.RO · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YHP33VUF6IDLYFMZILWSSKEXR2}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

1 paper in Pith

A Survey on the Applications of Generative Artificial Intelligence in Automated Driving Systems Test Scenario Generation Methods

Receipt and verification

First computed	2026-07-05T10:41:05.728939Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c1dfbdd685f206bc159942ed2928978ea9f20fdecc3f51591729157991b8e374

Aliases

arxiv: 2503.22496 · arxiv_version: 2503.22496v1 · doi: 10.48550/arxiv.2503.22496 · pith_short_12: YHP33VUF6IDL · pith_short_16: YHP33VUF6IDLYFMZ · pith_short_8: YHP33VUF

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/YHP33VUF6IDLYFMZILWSSKEXR2 \
  | 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: c1dfbdd685f206bc159942ed2928978ea9f20fdecc3f51591729157991b8e374

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "aed4682d45facce1940bb3de569aef503d9d8ab98d638cd1e4e91b6863eb95b3",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2025-03-28T15:03:41Z",
    "title_canon_sha256": "5695a6caaf1608db007723bc6c2d306c7c42279dedaee52e2a665aed8bfb5f60"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.22496",
    "kind": "arxiv",
    "version": 1
  }
}