Pith Number

pith:FAPU6H7I

pith:2018:FAPU6H7I42I664XC4KSXNEGDDT

not attested not anchored not stored refs pending

MEAL: Multi-Model Ensemble via Adversarial Learning

Xiangyang Xue, Zhankui He, Zhiqiang Shen

arxiv:1812.02425 v2 · 2018-12-06 · 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{FAPU6H7I42I664XC4KSXNEGDDT}

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	2026-05-17T23:39:37.006030Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

281f4f1fe8e691ef72e2e2a57690c31cc419a79baba144489bd3df634baf63a6

Aliases

arxiv: 1812.02425 · arxiv_version: 1812.02425v2 · doi: 10.48550/arxiv.1812.02425 · pith_short_12: FAPU6H7I42I6 · pith_short_16: FAPU6H7I42I664XC · pith_short_8: FAPU6H7I

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/FAPU6H7I42I664XC4KSXNEGDDT \
  | 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: 281f4f1fe8e691ef72e2e2a57690c31cc419a79baba144489bd3df634baf63a6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c86c0204341e499dc3a0d6052c519bc15970e7903425f2a7eb700c36cf0c78bd",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2018-12-06T09:48:49Z",
    "title_canon_sha256": "085f15d80273e74c96cf6dc9cae104e047febd33aba1e9f7423a6655e8bd102c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1812.02425",
    "kind": "arxiv",
    "version": 2
  }
}