Pith Number

pith:HTT44XIL

pith:2022:HTT44XILTCYYCFMOMM4JY34JSY

not attested not anchored not stored refs pending

Deep Quality Estimation: Creating Surrogate Models for Human Quality Ratings

Benedikt Wiestler, Bjoern Menze, Claus Zimmer, Ezequiel de la Rosa, Florian Kofler, Hongwei Li, Ivan Ezhov, Izabela Horvath, Jan Kirschke, Johannes Paetzold, John LaMaster, Lucas Fidon, Marie Piraud, Spyridon Bakas, Suprosanna Shit, Tom Finck, Tom Vercauteren

arxiv:2205.10355 v2 · 2022-05-17 · cs.CV · cs.AI · cs.LG · eess.IV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HTT44XILTCYYCFMOMM4JY34JSY}

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	2026-07-05T04:53:28.529935Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3ce7ce5d0b98b181158e63389c6f89962e328e5f6ec48e04155e0767efd491d0

Aliases

arxiv: 2205.10355 · arxiv_version: 2205.10355v2 · doi: 10.48550/arxiv.2205.10355 · pith_short_12: HTT44XILTCYY · pith_short_16: HTT44XILTCYYCFMO · pith_short_8: HTT44XIL

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/HTT44XILTCYYCFMOMM4JY34JSY \
  | 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: 3ce7ce5d0b98b181158e63389c6f89962e328e5f6ec48e04155e0767efd491d0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3e56b2f408296ec3451bf2ff63c473fb5b7919fbb11b142268c4a64f5d552bd6",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "eess.IV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-05-17T10:32:27Z",
    "title_canon_sha256": "2b513435b5ac51277f5f15dc4903bdb5f1906bd777287bbd8d4b6a8eea6d64d5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.10355",
    "kind": "arxiv",
    "version": 2
  }
}