Pith Number

pith:R3RRXSB3

pith:2021:R3RRXSB3W6QRGOAKJMSV6UTIPZ

not attested not anchored not stored refs pending

Prompting Visual-Language Models for Efficient Video Understanding

Chen Ju, Kunhao Zheng, Tengda Han, Weidi Xie, Ya Zhang

arxiv:2112.04478 v2 · 2021-12-08 · cs.CV · cs.CL

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\usepackage{pith}
\pithnumber{R3RRXSB3W6QRGOAKJMSV6UTIPZ}

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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

Robust Adaptation of Foundation Models with Black-Box Visual Prompting

Receipt and verification

First computed	2026-07-05T04:40:24.786036Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8ee31bc83bb7a113380a4b255f52687e571f78696f521c2e8ec4ba9ce961bc6a

Aliases

arxiv: 2112.04478 · arxiv_version: 2112.04478v2 · doi: 10.48550/arxiv.2112.04478 · pith_short_12: R3RRXSB3W6QR · pith_short_16: R3RRXSB3W6QRGOAK · pith_short_8: R3RRXSB3

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/R3RRXSB3W6QRGOAKJMSV6UTIPZ \
  | 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: 8ee31bc83bb7a113380a4b255f52687e571f78696f521c2e8ec4ba9ce961bc6a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b58d1d5be7ef5a04e179e1aaae34bda480c551bf3b21ce170a3813bfacf68605",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2021-12-08T18:58:16Z",
    "title_canon_sha256": "5f0bd99a51f5aca953cea495a520eb1b68d2f3c68fa61ec5b3051205b645df94"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2112.04478",
    "kind": "arxiv",
    "version": 2
  }
}