Pith Number

pith:TVB753JY

pith:2019:TVB753JYKYAKZREQ3TWBZ5Y5YP

not attested not anchored not stored refs pending

GANPOP: Generative Adversarial Network Prediction of Optical Properties from Single Snapshot Wide-field Images

Faisal Mahmood, Jordan A. Sweer, Mason T. Chen, Nicholas J. Durr

arxiv:1906.05360 v2 · 2019-06-12 · eess.IV · cs.CV · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TVB753JYKYAKZREQ3TWBZ5Y5YP}

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	2026-05-17T23:42:47.993989Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9d43feed385600acc490dcec1cf71dc3c3a0298e80d9b66ef48ee748d407afb8

Aliases

arxiv: 1906.05360 · arxiv_version: 1906.05360v2 · doi: 10.48550/arxiv.1906.05360 · pith_short_12: TVB753JYKYAK · pith_short_16: TVB753JYKYAKZREQ · pith_short_8: TVB753JY

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/TVB753JYKYAKZREQ3TWBZ5Y5YP \
  | 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: 9d43feed385600acc490dcec1cf71dc3c3a0298e80d9b66ef48ee748d407afb8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d3f938a38d7173d3e9e51050d8ab16de85f7f0fd898c204dc7bc36154b17955b",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2019-06-12T19:55:49Z",
    "title_canon_sha256": "497c92c3d8cac6679c0621d581b09f769901adb6b199e2e7edcdbb01f0d470f6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.05360",
    "kind": "arxiv",
    "version": 2
  }
}