Pith Number

pith:SEMRXRAO

pith:2024:SEMRXRAOO3HMHICHQ5MMZBS3LE

not attested not anchored not stored refs pending

Rethinking Visual Content Refinement in Low-Shot CLIP Adaptation

Haifeng Liu, Jinda Lu, Meng Wang, Shuo Wang, Xiang Wang, Yanbin Hao

arxiv:2407.14117 v1 · 2024-07-19 · 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{SEMRXRAOO3HMHICHQ5MMZBS3LE}

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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

Experience Augmented Policy Optimization for LLM Reasoning

Receipt and verification

First computed	2026-07-05T08:45:58.645058Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

91191bc40e76cec3a0478758cc865b591879b251f0bd2869a0aad85556923100

Aliases

arxiv: 2407.14117 · arxiv_version: 2407.14117v1 · doi: 10.48550/arxiv.2407.14117 · pith_short_12: SEMRXRAOO3HM · pith_short_16: SEMRXRAOO3HMHICH · pith_short_8: SEMRXRAO

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/SEMRXRAOO3HMHICHQ5MMZBS3LE \
  | 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: 91191bc40e76cec3a0478758cc865b591879b251f0bd2869a0aad85556923100

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "af1b24e330bf2aa8550a9fb9d097211441819e0980c32f8b83b6ccfd7028e678",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-07-19T08:34:23Z",
    "title_canon_sha256": "99444fe59553d4ecbfd8a57b8a8cd9a41f532c218b47a58309f0329c90596966"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.14117",
    "kind": "arxiv",
    "version": 1
  }
}