Pith Number

pith:G3TYQ4FY

pith:2025:G3TYQ4FYKAUXJGUDJ5QRLE5QI2

not attested not anchored not stored refs pending

Contrastive Language-Image Learning with Augmented Textual Prompts for 3D/4D FER Using Vision-Language Model

Guoying Zhao, Muzammil Behzad

arxiv:2504.19739 v1 · 2025-04-28 · cs.CV

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\usepackage{pith}
\pithnumber{G3TYQ4FYKAUXJGUDJ5QRLE5QI2}

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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

Facial Emotion Learning with Text-Guided Multiview Fusion via Vision-Language Model for 3D/4D Facial Expression Recognition

Receipt and verification

First computed	2026-07-05T10:55:02.201622Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

36e78870b85029749a834f611593b04698a7a76b17c8f96aea939138cf4b0535

Aliases

arxiv: 2504.19739 · arxiv_version: 2504.19739v1 · doi: 10.48550/arxiv.2504.19739 · pith_short_12: G3TYQ4FYKAUX · pith_short_16: G3TYQ4FYKAUXJGUD · pith_short_8: G3TYQ4FY

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/G3TYQ4FYKAUXJGUDJ5QRLE5QI2 \
  | 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: 36e78870b85029749a834f611593b04698a7a76b17c8f96aea939138cf4b0535

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "29e2f07360a6991fb409b1149f303554486521b252c6b15d00aea02101b25225",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-04-28T12:36:14Z",
    "title_canon_sha256": "3eeea8d03dfd82ad368945695c776bea371e20971e270370fc273ca3c5598439"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.19739",
    "kind": "arxiv",
    "version": 1
  }
}