Pith Number

pith:UPBSXF5G

pith:2022:UPBSXF5GUYRWJSMYG6KQ7HZ7WA

not attested not anchored not stored refs pending

Efficient Image Generation with Variadic Attention Heads

Ali Hassani, Humphrey Shi, Steven Walton, Xingqian Xu, Zhangyang Wang

arxiv:2211.05770 v3 · 2022-11-10 · cs.CV · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UPBSXF5GUYRWJSMYG6KQ7HZ7WA}

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

Watermarking across Modalities for Content Tracing and Generative AI

Receipt and verification

First computed	2026-07-05T11:27:16.878468Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a3c32b97a6a62364c99837950f9f3fb00a0a4aa1a38f4a3e9733bd3dbee88388

Aliases

arxiv: 2211.05770 · arxiv_version: 2211.05770v3 · doi: 10.48550/arxiv.2211.05770 · pith_short_12: UPBSXF5GUYRW · pith_short_16: UPBSXF5GUYRWJSMY · pith_short_8: UPBSXF5G

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/UPBSXF5GUYRWJSMYG6KQ7HZ7WA \
  | 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: a3c32b97a6a62364c99837950f9f3fb00a0a4aa1a38f4a3e9733bd3dbee88388

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "429a2727f955b6022b1a8e391ed7ec1ffe01eeb0fdb6487408b0204e5d676e84",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-11-10T18:55:48Z",
    "title_canon_sha256": "bb9dab3f602a00e1cb7385a67d083cfcce7e704e25b178edeff25f93fb87b428"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.05770",
    "kind": "arxiv",
    "version": 3
  }
}