Pith Number

pith:VH4FZKJR

pith:2020:VH4FZKJRWEDFXLSVX22UJFBZK3

not attested not anchored not stored refs pending

A Review of Open-World Learning and Steps Toward Open-World Learning Without Labels

Akshay Raj Dhamija, Chunchun Li, Mohsen Jafarzadeh, Steve Cruz, Terrance E. Boult, Touqeer Ahmad

arxiv:2011.12906 v3 · 2020-11-25 · cs.CV · cs.AI · cs.LG · eess.IV · eess.SP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VH4FZKJRWEDFXLSVX22UJFBZK3}

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

Online Continual Learning on Intel Loihi 2 via a Co-designed Spiking Neural Network

Receipt and verification

First computed	2026-07-05T03:44:51.072772Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a9f85ca931b1065bae55beb544943956e711d405191b3f3d200b495bbc3e398b

Aliases

arxiv: 2011.12906 · arxiv_version: 2011.12906v3 · doi: 10.48550/arxiv.2011.12906 · pith_short_12: VH4FZKJRWEDF · pith_short_16: VH4FZKJRWEDFXLSV · pith_short_8: VH4FZKJR

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/VH4FZKJRWEDFXLSVX22UJFBZK3 \
  | 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: a9f85ca931b1065bae55beb544943956e711d405191b3f3d200b495bbc3e398b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "25ca1df0f076bf45f5485288c6e60c6a2bee17af855c3327939cf013d5d03337",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "eess.IV",
      "eess.SP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2020-11-25T17:41:03Z",
    "title_canon_sha256": "412f7712ccbbc64241b24d491b902a1fcea28bfcfdaf0fbc2e1fb3a935b8ff2d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2011.12906",
    "kind": "arxiv",
    "version": 3
  }
}