Pith Number

pith:7S77QORE

pith:2024:7S77QOREKL2O4ND4AYNZ7NMMIG

not attested not anchored not stored refs pending

Unsupervised Concept Drift Detection from Deep Learning Representations in Real-time

Bartolomeo Vacchetti, Daniele Apiletti, Salvatore Greco, Tania Cerquitelli

arxiv:2406.17813 v2 · 2024-06-24 · cs.LG · 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{7S77QOREKL2O4ND4AYNZ7NMMIG}

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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

Counterfactual Reward Model Training for Bias Mitigation in Multimodal Reinforcement Learning

Receipt and verification

First computed	2026-07-05T11:49:03.811856Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fcbff83a2452f4ee347c061b9fb58c41bd39739f7b1ef190ec0061ca94b8115e

Aliases

arxiv: 2406.17813 · arxiv_version: 2406.17813v2 · doi: 10.48550/arxiv.2406.17813 · pith_short_12: 7S77QOREKL2O · pith_short_16: 7S77QOREKL2O4ND4 · pith_short_8: 7S77QORE

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/7S77QOREKL2O4ND4AYNZ7NMMIG \
  | 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: fcbff83a2452f4ee347c061b9fb58c41bd39739f7b1ef190ec0061ca94b8115e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6515d7b54016b34ef765d69556f1a340e3653e184d76fd34737eaf83a03fbc6c",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-24T23:41:46Z",
    "title_canon_sha256": "50c31ce57587f4c7caf0428fa1c3d50a278bcab7ac2ec96f0216523706b83530"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.17813",
    "kind": "arxiv",
    "version": 2
  }
}