Pith Number

pith:NLGFQRHY

pith:2024:NLGFQRHYQC4727QSWWAGJKPE2N

not attested not anchored not stored refs pending

Prototypical Calibrating Ambiguous Samples for Micro-Action Recognition

Chunxiao Fan, Dan Guo, Guoliang Chen, Hehe Fan, Jingyuan Xu, Kun Li, Meng Wang, Zhiliang Wu

arxiv:2412.14719 v3 · 2024-12-19 · cs.CV · cs.LG

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\usepackage{pith}
\pithnumber{NLGFQRHYQC4727QSWWAGJKPE2N}

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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

Exploring Audio Cues for Enhanced Test-Time Video Model Adaptation

Receipt and verification

First computed	2026-07-05T10:49:12.387272Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6acc5844f880b9fd7e12b58064a9e4d3422832c29e05c90b6bab342ec048b389

Aliases

arxiv: 2412.14719 · arxiv_version: 2412.14719v3 · doi: 10.48550/arxiv.2412.14719 · pith_short_12: NLGFQRHYQC47 · pith_short_16: NLGFQRHYQC4727QS · pith_short_8: NLGFQRHY

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/NLGFQRHYQC4727QSWWAGJKPE2N \
  | 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: 6acc5844f880b9fd7e12b58064a9e4d3422832c29e05c90b6bab342ec048b389

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2c98a63787551378ee126b3b899fef199c1d5b703c6027efb000ca6d34b070c0",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-19T10:41:24Z",
    "title_canon_sha256": "fe5d2788b1256034558d51a313798099a84b1d93d993745401acc18b5c387146"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.14719",
    "kind": "arxiv",
    "version": 3
  }
}