Pith Number

pith:KNZHW5JA

pith:2023:KNZHW5JAHOKLDBYXSAYEO6SPKM

not attested not anchored not stored refs pending

BiRT: Bio-inspired Replay in Vision Transformers for Continual Learning

Bahram Zonooz, Elahe Arani, Kishaan Jeeveswaran, Prashant Bhat

arxiv:2305.04769 v1 · 2023-05-08 · cs.CV · cs.LG · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KNZHW5JAHOKLDBYXSAYEO6SPKM}

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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

CL-BioGAN: Biologically-Inspired Cross-Domain Continual Learning for Hyperspectral Anomaly Detection

Receipt and verification

First computed	2026-07-05T06:07:53.708890Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

53727b75203b94b187179030477a4f530573143099d63c21dabe01d86f72dd02

Aliases

arxiv: 2305.04769 · arxiv_version: 2305.04769v1 · doi: 10.48550/arxiv.2305.04769 · pith_short_12: KNZHW5JAHOKL · pith_short_16: KNZHW5JAHOKLDBYX · pith_short_8: KNZHW5JA

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/KNZHW5JAHOKLDBYXSAYEO6SPKM \
  | 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: 53727b75203b94b187179030477a4f530573143099d63c21dabe01d86f72dd02

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "653aa9a349a1e7f3af8cf820d7405a21263595200e66a6c6a0086a5595678286",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NE"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-05-08T15:19:39Z",
    "title_canon_sha256": "3ab22f43bd67319a47b9d6ce7959a0ebf70c5bea51520fb2fa8dfe56b0f8a229"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.04769",
    "kind": "arxiv",
    "version": 1
  }
}