Pith Number

pith:VNMBIN6X

pith:2020:VNMBIN6X3ZSZQVD3BWZDUSDPYX

not attested not anchored not stored refs pending

Seed Phenotyping on Neural Networks using Domain Randomization and Transfer Learning

Mitchell Neilsen, Venkat Margapuri

arxiv:2012.13259 v1 · 2020-12-24 · 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{VNMBIN6X3ZSZQVD3BWZDUSDPYX}

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	2026-07-05T02:01:56.778163Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ab581437d7de6598547b0db23a486fc5ceac77e8710993aa65f6f4aaf9db6700

Aliases

arxiv: 2012.13259 · arxiv_version: 2012.13259v1 · doi: 10.48550/arxiv.2012.13259 · pith_short_12: VNMBIN6X3ZSZ · pith_short_16: VNMBIN6X3ZSZQVD3 · pith_short_8: VNMBIN6X

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/VNMBIN6X3ZSZQVD3BWZDUSDPYX \
  | 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: ab581437d7de6598547b0db23a486fc5ceac77e8710993aa65f6f4aaf9db6700

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2aebc3a96d52b09be4017f906965ad64fe243eaa263b363ddeb74dcc00d08dec",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2020-12-24T14:04:28Z",
    "title_canon_sha256": "7b2bcc90750bd4c71440531c054d8e3e857f7f0d3024265ba0dd762fd35b713b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2012.13259",
    "kind": "arxiv",
    "version": 1
  }
}