Pith. sign in
Pith Number

pith:VZJD3I7C

pith:2024:VZJD3I7CLUE2ME6YJYF3OFO4JG
not attested not anchored not stored refs pending

Towards Understanding and Quantifying Uncertainty for Text-to-Image Generation

Andrea Pilzer, Dat Nguyen Trong, Gianni Franchi, Guoxuan Xia, Nacim Belkhir

arxiv:2412.03178 v1 · 2024-12-04 · cs.AI · cs.CV · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{VZJD3I7CLUE2ME6YJYF3OFO4JG}

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.
Receipt and verification
First computed 2026-07-05T09:44:25.966036Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

ae523da3e25d09a613d84e0bb715dc49a82537aa50734e73019f47b050d25a1b

Aliases

arxiv: 2412.03178 · arxiv_version: 2412.03178v1 · doi: 10.48550/arxiv.2412.03178 · pith_short_12: VZJD3I7CLUE2 · pith_short_16: VZJD3I7CLUE2ME6Y · pith_short_8: VZJD3I7C
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/VZJD3I7CLUE2ME6YJYF3OFO4JG \
  | 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: ae523da3e25d09a613d84e0bb715dc49a82537aa50734e73019f47b050d25a1b
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "a5831f97fd7a5003ff286dd602dced63e495192758caa9fe6f631564f2c9a42d",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-12-04T10:03:52Z",
    "title_canon_sha256": "46daf6b53b909bcb6129a2e797c946c23e0714eca28f28cbcf3a61e8c14b7cb0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.03178",
    "kind": "arxiv",
    "version": 1
  }
}