Pith Number

pith:ZT5VJGVT

pith:2016:ZT5VJGVTPBZFIP3D3VNJJLGUKN

not attested not anchored not stored refs pending

Stochastic Multiple Choice Learning for Training Diverse Deep Ensembles

David Crandall, Dhruv Batra, Michael Cogswell, Senthil Purushwalkam, Stefan Lee, Viresh Ranjan

arxiv:1606.07839 v3 · 2016-06-24 · cs.CV · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZT5VJGVTPBZFIP3D3VNJJLGUKN}

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	2026-05-18T01:03:07.298590Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ccfb549ab37872543f63dd5a94acd45357abf01b2dadd29856862bbd4efd650b

Aliases

arxiv: 1606.07839 · arxiv_version: 1606.07839v3 · doi: 10.48550/arxiv.1606.07839 · pith_short_12: ZT5VJGVTPBZF · pith_short_16: ZT5VJGVTPBZFIP3D · pith_short_8: ZT5VJGVT

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/ZT5VJGVTPBZFIP3D3VNJJLGUKN \
  | 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: ccfb549ab37872543f63dd5a94acd45357abf01b2dadd29856862bbd4efd650b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b5394fcb7fafa108f805127a9d37a17343f48a2f4c1143982d8d5b6dc93e5e11",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2016-06-24T21:48:55Z",
    "title_canon_sha256": "337b65e7d6725a9ff0523914657684fd0ac33f895b8044bb0184abc4e88c8b4a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1606.07839",
    "kind": "arxiv",
    "version": 3
  }
}