Pith Number

pith:HG4MAGX3

pith:2019:HG4MAGX3U3CNNKKKHKR6COOHFP

not attested not anchored not stored refs pending

A Variational-Sequential Graph Autoencoder for Neural Architecture Performance Prediction

David Friede, Heiner Stuckenschmidt, Jovita Lukasik, Margret Keuper

arxiv:1912.05317 v2 · 2019-12-11 · cs.CV · 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{HG4MAGX3U3CNNKKKHKR6COOHFP}

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	2026-07-05T01:30:39.396570Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

39b8c01afba6c4d6a94a3aa3e139c72bf4d6f06afad050933626be2f68e82baf

Aliases

arxiv: 1912.05317 · arxiv_version: 1912.05317v2 · doi: 10.48550/arxiv.1912.05317 · pith_short_12: HG4MAGX3U3CN · pith_short_16: HG4MAGX3U3CNNKKK · pith_short_8: HG4MAGX3

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/HG4MAGX3U3CNNKKKHKR6COOHFP \
  | 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: 39b8c01afba6c4d6a94a3aa3e139c72bf4d6f06afad050933626be2f68e82baf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bc6d689d4cec1214e2d5a95cacb41307ee98f8473cf8db56a30457aa91160c58",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2019-12-11T14:02:07Z",
    "title_canon_sha256": "8fd073ec552b11ba737a3599c16cecca36cd04c873082588eeb324e61d4256d0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1912.05317",
    "kind": "arxiv",
    "version": 2
  }
}