Pith Number

pith:2JWEIPNQ

pith:2025:2JWEIPNQMIYATQWXIJL5OWUBHC

not attested not anchored not stored refs pending

Leveraging Pre-Trained Models for Multimodal Class-Incremental Learning under Adaptive Fusion

Fanman Meng, Hongliang Li, Linfeng Xu, Qingbo Wu, Yukun Chen, Zihuan Qiu

arxiv:2506.09999 v1 · 2025-02-07 · cs.LG · cs.MM · cs.SD · eess.AS

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2JWEIPNQMIYATQWXIJL5OWUBHC}

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	2026-07-05T11:20:15.005941Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d26c443db0623009c2d74257d75a8138a1d9bb61e7ecf8d9e30203b6d636a5c6

Aliases

arxiv: 2506.09999 · arxiv_version: 2506.09999v1 · doi: 10.48550/arxiv.2506.09999 · pith_short_12: 2JWEIPNQMIYA · pith_short_16: 2JWEIPNQMIYATQWX · pith_short_8: 2JWEIPNQ

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/2JWEIPNQMIYATQWXIJL5OWUBHC \
  | 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: d26c443db0623009c2d74257d75a8138a1d9bb61e7ecf8d9e30203b6d636a5c6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "050eda5e691ac06b23f0cb797c274fda787a8bb3b2e3c6c76338260fb7cf63ce",
    "cross_cats_sorted": [
      "cs.MM",
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-07T02:22:11Z",
    "title_canon_sha256": "246ae312bc8c9d027fa4a8f8828242753b267c5e954c9e177cd10f229a0bc816"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.09999",
    "kind": "arxiv",
    "version": 1
  }
}