Pith Number

pith:44TCOOLT

pith:2021:44TCOOLTRFC3I2ALLBL6O33FBR

not attested not anchored not stored refs pending

Collaboration of Experts: Achieving 80% Top-1 Accuracy on ImageNet with 100M FLOPs

Yikang Zhang, Zhao Zhong, Zhuo Chen

arxiv:2107.03815 v2 · 2021-07-08 · 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{44TCOOLTRFC3I2ALLBL6O33FBR}

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.

Cited by

1 paper in Pith

CoE-Ops: Collaboration of LLM-based Experts for AIOps Question-Answering

Receipt and verification

First computed	2026-07-05T04:41:24.531090Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e7262739738945b4680b5857e76f650c64e9613b92c8b7665f0691325dd95075

Aliases

arxiv: 2107.03815 · arxiv_version: 2107.03815v2 · doi: 10.48550/arxiv.2107.03815 · pith_short_12: 44TCOOLTRFC3 · pith_short_16: 44TCOOLTRFC3I2AL · pith_short_8: 44TCOOLT

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/44TCOOLTRFC3I2ALLBL6O33FBR \
  | 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: e7262739738945b4680b5857e76f650c64e9613b92c8b7665f0691325dd95075

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "76f880e38e98f611ff3bcf34f6743c586e9c8440b445667d411dbc86fd767519",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2021-07-08T12:44:41Z",
    "title_canon_sha256": "ad323586b6eb7e297b235874592d6ba897cd35957503edac3baab7dcb571c7f3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2107.03815",
    "kind": "arxiv",
    "version": 2
  }
}