Pith Number

pith:YGG3NHMD

pith:2023:YGG3NHMDTZ2EGPALZXSFFPZH4Y

not attested not anchored not stored refs pending

Few-shot Action Recognition with Captioning Foundation Models

Changxin Gao, Deli Zhao, Hangjie Yuan, Nong Sang, Shiwei Zhang, Xiang Wang, Yingya Zhang

arxiv:2310.10125 v1 · 2023-10-16 · cs.CV

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\usepackage{pith}
\pithnumber{YGG3NHMDTZ2EGPALZXSFFPZH4Y}

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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

Beyond Label Semantics: Language-Guided Action Anatomy for Few-shot Action Recognition

Receipt and verification

First computed	2026-07-05T07:01:15.591253Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c18db69d839e74433c0bcde452bf27e61572821a34b127b26c59e1cea5684ecb

Aliases

arxiv: 2310.10125 · arxiv_version: 2310.10125v1 · doi: 10.48550/arxiv.2310.10125 · pith_short_12: YGG3NHMDTZ2E · pith_short_16: YGG3NHMDTZ2EGPAL · pith_short_8: YGG3NHMD

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/YGG3NHMDTZ2EGPALZXSFFPZH4Y \
  | 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: c18db69d839e74433c0bcde452bf27e61572821a34b127b26c59e1cea5684ecb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7a4816e28b14c6075fbd0ac5af74d9e96f3da19fa414e9522320b27452e6f9e9",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-10-16T07:08:39Z",
    "title_canon_sha256": "0888f55f5a5bee897fbd7f901b9b5b8709876be838c3f8a2c34c26b8fede9cf6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.10125",
    "kind": "arxiv",
    "version": 1
  }
}