Pith Number

pith:E2DRSM2M

pith:2021:E2DRSM2MNFHMGC4XEV6Q6KINOS

not attested not anchored not stored refs pending

Class-Incremental Learning with Generative Classifiers

Andreas S. Tolias, Gido M. van de Ven, Zhe Li

arxiv:2104.10093 v2 · 2021-04-20 · 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{E2DRSM2MNFHMGC4XEV6Q6KINOS}

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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

Prototype Latent World Model Replay for Class-Incremental Learning

Receipt and verification

First computed	2026-07-05T07:10:44.475895Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

268719334c694ec30b97257d0f290d749c0dc2d3c73b74cd80e05aa7c2e8cc1a

Aliases

arxiv: 2104.10093 · arxiv_version: 2104.10093v2 · doi: 10.48550/arxiv.2104.10093 · pith_short_12: E2DRSM2MNFHM · pith_short_16: E2DRSM2MNFHMGC4X · pith_short_8: E2DRSM2M

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/E2DRSM2MNFHMGC4XEV6Q6KINOS \
  | 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: 268719334c694ec30b97257d0f290d749c0dc2d3c73b74cd80e05aa7c2e8cc1a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e9dfd879d7108dc9a9793ae42e44f12d8d5105e6cf54cfb0060a0c7cdd70339d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-04-20T16:26:14Z",
    "title_canon_sha256": "6e8ebd1aa236e8b6e0485437e09a5ccf85e89c4b79aa5a7cc1b11a41b495f0e7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2104.10093",
    "kind": "arxiv",
    "version": 2
  }
}