Pith Number

pith:WONG2JYZ

pith:2024:WONG2JYZIRCGV6IJVVVAPUO6AT

not attested not anchored not stored refs pending

Generative Multi-modal Models are Good Class-Incremental Learners

Haori Lu, Linlan Huang, Ming-Ming Cheng, Xialei Liu, Xusheng Cao

arxiv:2403.18383 v1 · 2024-03-27 · cs.CV · cs.AI · 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{WONG2JYZIRCGV6IJVVVAPUO6AT}

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.

Receipt and verification

First computed	2026-07-05T08:01:22.011735Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b39a6d271944446af909ad6a07d1de04d93efb3926d0e7d144ea26524271b298

Aliases

arxiv: 2403.18383 · arxiv_version: 2403.18383v1 · doi: 10.48550/arxiv.2403.18383 · pith_short_12: WONG2JYZIRCG · pith_short_16: WONG2JYZIRCGV6IJ · pith_short_8: WONG2JYZ

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/WONG2JYZIRCGV6IJVVVAPUO6AT \
  | 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: b39a6d271944446af909ad6a07d1de04d93efb3926d0e7d144ea26524271b298

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6cc6a94406a5b7ce05a6d820ab8289ae010423c6dac8a0fb9c5a47956473f6bf",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-03-27T09:21:07Z",
    "title_canon_sha256": "d5cacbea5c29e8cbc8650c9e59a58132787124257c03add64bfbe7303af86eee"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.18383",
    "kind": "arxiv",
    "version": 1
  }
}