Pith Number

pith:RZKHOAEL

pith:2025:RZKHOAEL5L3744O3TV5DV3P2FD

not attested not anchored not stored refs pending

Achieving Deep Continual Learning via Evolution

Aojun Lu, Chunhui Ding, Jiahao Fan, Jiancheng Lv, Junchao Ke, Yanan Sun

arxiv:2502.06210 v2 · 2025-02-10 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RZKHOAEL5L3744O3TV5DV3P2FD}

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.

Cited by

1 paper in Pith

SEAL: Searching Expandable Architectures for Incremental Learning

Receipt and verification

First computed	2026-07-05T11:45:55.829132Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8e5477008beaf7fe71db9d7a3aedfa28cbb2ab347e790999a0454e09a7768d40

Aliases

arxiv: 2502.06210 · arxiv_version: 2502.06210v2 · doi: 10.48550/arxiv.2502.06210 · pith_short_12: RZKHOAEL5L37 · pith_short_16: RZKHOAEL5L3744O3 · pith_short_8: RZKHOAEL

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/RZKHOAEL5L3744O3TV5DV3P2FD \
  | 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: 8e5477008beaf7fe71db9d7a3aedfa28cbb2ab347e790999a0454e09a7768d40

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d3eed2a6e02d4e5f3c84b4c1dd5fb4275b920892cbe2486a5ddaab07f70b7682",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-10T07:21:44Z",
    "title_canon_sha256": "f5c5ee8ef79533e07857ea8813f26327cadd99c4e3669b7a17a60554fc1e2ab9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.06210",
    "kind": "arxiv",
    "version": 2
  }
}