Pith Number

pith:RWRJDAW5

pith:2024:RWRJDAW5ESUHWHEM46BZB2U5OA

not attested not anchored not stored refs pending

Retaining and Enhancing Pre-trained Knowledge in Vision-Language Models with Prompt Ensembling

Donggeun Kim, Myungjoo Lee, Taesup Kim, Yujin Jo

arxiv:2412.07077 v1 · 2024-12-10 · 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{RWRJDAW5ESUHWHEM46BZB2U5OA}

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	2026-07-05T09:47:03.148607Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8da29182dd24a87b1c8ce78390ea9d7004a38e74172948359bfcfdd91794023b

Aliases

arxiv: 2412.07077 · arxiv_version: 2412.07077v1 · doi: 10.48550/arxiv.2412.07077 · pith_short_12: RWRJDAW5ESUH · pith_short_16: RWRJDAW5ESUHWHEM · pith_short_8: RWRJDAW5

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/RWRJDAW5ESUHWHEM46BZB2U5OA \
  | 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: 8da29182dd24a87b1c8ce78390ea9d7004a38e74172948359bfcfdd91794023b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "37c0a933563affa8e307aab4d9c6ef83ac56f55fea2e31853a84d31e68f5d603",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-10T00:40:31Z",
    "title_canon_sha256": "4313020f849167a871d7ca4607b96fd7eee81bb1f7c41544581ce6c43393a9d5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.07077",
    "kind": "arxiv",
    "version": 1
  }
}