Pith Number

pith:WDMKRH2Y

pith:2025:WDMKRH2YIPI7OQRACHW5WGILJY

not attested not anchored not stored refs pending

Revisiting Pool-based Prompt Learning for Few-shot Class-incremental Learning

Ruixuan Li, Yixiong Zou, Yongwei Jiang, Yuhua Li

arxiv:2507.09183 v2 · 2025-07-12 · 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{WDMKRH2YIPI7OQRACHW5WGILJY}

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	2026-07-05T11:40:00.760846Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b0d8a89f5843d1f7422011eddb190b4e154f346d6991e101362db5b0d440cdda

Aliases

arxiv: 2507.09183 · arxiv_version: 2507.09183v2 · doi: 10.48550/arxiv.2507.09183 · pith_short_12: WDMKRH2YIPI7 · pith_short_16: WDMKRH2YIPI7OQRA · pith_short_8: WDMKRH2Y

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/WDMKRH2YIPI7OQRACHW5WGILJY \
  | 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: b0d8a89f5843d1f7422011eddb190b4e154f346d6991e101362db5b0d440cdda

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f506dbd8cd33c4abfe0d995c48426d04b85551e58bf4d10d974f184cc73b9f9c",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-07-12T08:08:34Z",
    "title_canon_sha256": "a25e41c359789d74518d903778f342ca7ab6e3dbcb1e2e2393b24cd0e103e0ab"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.09183",
    "kind": "arxiv",
    "version": 2
  }
}