Pith Number

pith:5TPPPQLZ

pith:2024:5TPPPQLZBCHG7RKJ3WSIGVWBDD

not attested not anchored not stored refs pending

Lifelong Knowledge Editing for Vision Language Models with Low-Rank Mixture-of-Experts

Chengyu Wang, Dakan Wang, Qizhou Chen, Taolin Zhang, Wangyue Li, Xiaofeng He

arxiv:2411.15432 v2 · 2024-11-23 · cs.CL · 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{5TPPPQLZBCHG7RKJ3WSIGVWBDD}

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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

1 paper in Pith

DSCA: Dynamic Subspace Concept Alignment for Lifelong VLM Editing

Receipt and verification

First computed	2026-07-05T10:30:58.485276Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ecdef7c179088e6fc549dda48356c118ec982d8dbba230c784c1d32b90f293e0

Aliases

arxiv: 2411.15432 · arxiv_version: 2411.15432v2 · doi: 10.48550/arxiv.2411.15432 · pith_short_12: 5TPPPQLZBCHG · pith_short_16: 5TPPPQLZBCHG7RKJ · pith_short_8: 5TPPPQLZ

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/5TPPPQLZBCHG7RKJ3WSIGVWBDD \
  | 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: ecdef7c179088e6fc549dda48356c118ec982d8dbba230c784c1d32b90f293e0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "479a40164e3d875097ed91ae9d6745d9d7696eb3380ca4113c2bb1180a53ceba",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-11-23T03:19:40Z",
    "title_canon_sha256": "48e511ab7d35c0e2bd91dab501f44752c97b544e3654bdeeb91b05394c7b1a56"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.15432",
    "kind": "arxiv",
    "version": 2
  }
}