Pith Number

pith:DRLHMMZ6

pith:2021:DRLHMMZ6HERG2RPBPWZ4N7PABS

not attested not anchored not stored refs pending

NASOA: Towards Faster Task-oriented Online Fine-tuning with a Zoo of Models

Chuanlong Xie, Gengwei Zhang, Hang Xu, Ning Kang, Xiaodan Liang, Zhenguo Li

arxiv:2108.03434 v1 · 2021-08-07 · cs.CV · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DRLHMMZ6HERG2RPBPWZ4N7PABS}

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	2026-07-05T03:03:52.738366Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1c5676333e39226d45e17db3c6fde00cad2efab59a26465e8d5b5dce982248c9

Aliases

arxiv: 2108.03434 · arxiv_version: 2108.03434v1 · doi: 10.48550/arxiv.2108.03434 · pith_short_12: DRLHMMZ6HERG · pith_short_16: DRLHMMZ6HERG2RPB · pith_short_8: DRLHMMZ6

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/DRLHMMZ6HERG2RPBPWZ4N7PABS \
  | 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: 1c5676333e39226d45e17db3c6fde00cad2efab59a26465e8d5b5dce982248c9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dbd4aef5cacea9f97c47ca5e6301d9b16ad825bc835bb15638939ac8896833bf",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2021-08-07T12:03:14Z",
    "title_canon_sha256": "c607598e1d1589306b28d47bfe0b9c2e6d5413b5b66a9353cee353b6ff59b2d8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2108.03434",
    "kind": "arxiv",
    "version": 1
  }
}