Pith Number

pith:HOA5P2KI

pith:2020:HOA5P2KI6NSP7GJCT3THGYISL6

not attested not anchored not stored refs pending

Message Passing Adaptive Resonance Theory for Online Active Semi-supervised Learning

Byoung-Tak Zhang, Hyundo Lee, Hyunseo Kim, Injune Hwang, Joseph J. Lim, Taehyeong Kim, Won-Seok Choi

arxiv:2012.01227 v3 · 2020-12-02 · 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{HOA5P2KI6NSP7GJCT3THGYISL6}

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	2026-07-05T02:56:37.614035Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3b81d7e948f364ff99229ee67361125faa52fd27b87c7a9ba94b5a5f3ac2b040

Aliases

arxiv: 2012.01227 · arxiv_version: 2012.01227v3 · doi: 10.48550/arxiv.2012.01227 · pith_short_12: HOA5P2KI6NSP · pith_short_16: HOA5P2KI6NSP7GJC · pith_short_8: HOA5P2KI

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/HOA5P2KI6NSP7GJCT3THGYISL6 \
  | 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: 3b81d7e948f364ff99229ee67361125faa52fd27b87c7a9ba94b5a5f3ac2b040

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c1f83633577a35f2557cacd51d1821598c4d1aef0070f39ca80099f5f0fa26c7",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-12-02T14:14:42Z",
    "title_canon_sha256": "b8997949d70ee84ce52129a2e309ebe77738434432c9524e7281f8f18515958b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2012.01227",
    "kind": "arxiv",
    "version": 3
  }
}