Pith Number

pith:VNBPGRJ5

pith:2023:VNBPGRJ5V2JZQINE7SVU6GW5Z5

not attested not anchored not stored refs pending

Prediction Error-based Classification for Class-Incremental Learning

Gido M. van de Ven, Micha{\l} Zaj\k{a}c, Tinne Tuytelaars

arxiv:2305.18806 v2 · 2023-05-30 · cs.LG · cs.AI · cs.CV · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VNBPGRJ5V2JZQINE7SVU6GW5Z5}

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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

Autoencoder-Based Hybrid Replay for Class-Incremental Learning

Receipt and verification

First computed	2026-07-05T07:54:01.285005Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ab42f3453dae939821a4fcab4f1addcf7140be196c02bc56be9bce5e95bfe974

Aliases

arxiv: 2305.18806 · arxiv_version: 2305.18806v2 · doi: 10.48550/arxiv.2305.18806 · pith_short_12: VNBPGRJ5V2JZ · pith_short_16: VNBPGRJ5V2JZQINE · pith_short_8: VNBPGRJ5

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/VNBPGRJ5V2JZQINE7SVU6GW5Z5 \
  | 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: ab42f3453dae939821a4fcab4f1addcf7140be196c02bc56be9bce5e95bfe974

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2e35d26654eee7e67510ab9f3e62784e37a63d99e7a661619192cc840d58ffbd",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-30T07:43:35Z",
    "title_canon_sha256": "20d5e308ae0cc43c2d53c58b443edcb1791e1c134d4e187d572b8887a0112461"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.18806",
    "kind": "arxiv",
    "version": 2
  }
}