Pith Number

pith:STERPRQA

pith:2024:STERPRQAKNKA3LO37YS6ENAESK

not attested not anchored not stored refs pending

Image Classification with Deep Reinforcement Active Learning

Hichem Sahbi, Lihua Guo, Mingliang Xu, Mingyuan Jiu, Shupan Li, Wei Guo, Xuguang Song, Yan Chen

arxiv:2412.19877 v1 · 2024-12-27 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{STERPRQAKNKA3LO37YS6ENAESK}

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	2026-07-05T09:54:50.988905Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

94c917c60053540daddbfe25e23404928d45d77eafb6782c1ae2651caa3cbb85

Aliases

arxiv: 2412.19877 · arxiv_version: 2412.19877v1 · doi: 10.48550/arxiv.2412.19877 · pith_short_12: STERPRQAKNKA · pith_short_16: STERPRQAKNKA3LO3 · pith_short_8: STERPRQA

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/STERPRQAKNKA3LO37YS6ENAESK \
  | 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: 94c917c60053540daddbfe25e23404928d45d77eafb6782c1ae2651caa3cbb85

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5e6ddcb5139dbfc0331b96ed644a2c118fe44290d8be5293c0c17f22a5ee2eb5",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-27T18:37:51Z",
    "title_canon_sha256": "6a0ba7cb4b871a705f08e189d291901e735fb999e19eb88ee216eaeaad0bed75"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.19877",
    "kind": "arxiv",
    "version": 1
  }
}