Pith Number

pith:G5E7BG3W

pith:2025:G5E7BG3WDPLDSV4SKMPIFCLS5H

not attested not anchored not stored refs pending

Unsupervised Multiview Contrastive Language-Image Joint Learning with Pseudo-Labeled Prompts Via Vision-Language Model for 3D/4D Facial Expression Recognition

Muzammil Behzad

arxiv:2505.09336 v1 · 2025-05-14 · 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{G5E7BG3WDPLDSV4SKMPIFCLS5H}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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	2026-07-05T11:03:06.650005Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3749f09b761bd6395792531e828972e9eb8a601b8afe111c653a6da5f52c1129

Aliases

arxiv: 2505.09336 · arxiv_version: 2505.09336v1 · doi: 10.48550/arxiv.2505.09336 · pith_short_12: G5E7BG3WDPLD · pith_short_16: G5E7BG3WDPLDSV4S · pith_short_8: G5E7BG3W

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/G5E7BG3WDPLDSV4SKMPIFCLS5H \
  | 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: 3749f09b761bd6395792531e828972e9eb8a601b8afe111c653a6da5f52c1129

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4bf1b7500f3c652f1b76b11ce6322c9b4a3ba4f4784b60518c3355d46abe391e",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-05-14T12:31:21Z",
    "title_canon_sha256": "ab8a7790c8fc8fe5c6bbc4872513c93263a11d71a94cd4194db413e605755981"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.09336",
    "kind": "arxiv",
    "version": 1
  }
}