Pith Number

pith:JF4DJ2U2

pith:2024:JF4DJ2U2Y4XMOFC6X53MEV2TJA

not attested not anchored not stored refs pending

A Unified and General Framework for Continual Learning

Heng Huang, Li Shen, Yan Li, Zhenyi Wang

arxiv:2403.13249 v1 · 2024-03-20 · cs.LG · cs.AI · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JF4DJ2U2Y4XMOFC6X53MEV2TJA}

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

Learning without Isolation: Pathway Protection for Continual Learning

Receipt and verification

First computed	2026-07-05T07:58:33.403544Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

497834ea9ac72ec7145ebf76c25753481dec9793f0256973caa01a83cab97ee9

Aliases

arxiv: 2403.13249 · arxiv_version: 2403.13249v1 · doi: 10.48550/arxiv.2403.13249 · pith_short_12: JF4DJ2U2Y4XM · pith_short_16: JF4DJ2U2Y4XMOFC6 · pith_short_8: JF4DJ2U2

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/JF4DJ2U2Y4XMOFC6X53MEV2TJA \
  | 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: 497834ea9ac72ec7145ebf76c25753481dec9793f0256973caa01a83cab97ee9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9907e23ceca46820e6000c918b606e2de8d6f8fc9cb462418e3efed71cd37b1e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-20T02:21:44Z",
    "title_canon_sha256": "41102124f6397fb29456d401f5de9367c4b2466fc0caa857cd5487a58049bf2d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.13249",
    "kind": "arxiv",
    "version": 1
  }
}