Pith Number

pith:NBJPKMXA

pith:2018:NBJPKMXAXRFFUAGIXVPKOGAWUD

not attested not anchored not stored refs pending

Re-evaluating Continual Learning Scenarios: A Categorization and Case for Strong Baselines

Anita Ramasamy, Yen-Chang Hsu, Yen-Cheng Liu, Zsolt Kira

arxiv:1810.12488 v4 · 2018-10-30 · cs.LG · cs.AI · cs.CV

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\usepackage{pith}
\pithnumber{NBJPKMXAXRFFUAGIXVPKOGAWUD}

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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

11 papers in Pith

Autoencoder-Based Incremental Class Learning without Retraining on Old Data

Exemplar-Free Continual Learning for State Space Models

A Survey of Continual Reinforcement Learning

Optimal L2 Regularization in High-dimensional Continual Linear Regression

Robust Policy Optimization to Prevent Catastrophic Forgetting

Receipt and verification

First computed	2026-05-17T23:55:42.491655Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6852f532e0bc4a5a00c8bd5ea71816a0e4892677c2ab3c11eeea09ee911f2308

Aliases

arxiv: 1810.12488 · arxiv_version: 1810.12488v4 · doi: 10.48550/arxiv.1810.12488 · pith_short_12: NBJPKMXAXRFF · pith_short_16: NBJPKMXAXRFFUAGI · pith_short_8: NBJPKMXA

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/NBJPKMXAXRFFUAGIXVPKOGAWUD \
  | 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: 6852f532e0bc4a5a00c8bd5ea71816a0e4892677c2ab3c11eeea09ee911f2308

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0087cfadc2e51e5d37e61256654b9cdb593c8d0e4b1f8c1ab21ab1b51ea32115",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-10-30T02:08:35Z",
    "title_canon_sha256": "586dea45ff66fd5e1462a080e354fb38f0c473e7ee29dd2d461f9a9332bbf8ec"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1810.12488",
    "kind": "arxiv",
    "version": 4
  }
}