Pith Number

pith:V6CSI35D

pith:2025:V6CSI35D7XCVL5R5WL34YENAEZ

not attested not anchored not stored refs pending

Visual and Textual Prompts in VLLMs for Enhancing Emotion Recognition

Kaihao Zhang, Peter Zhang, Qixuan Zhang, Ramesh Sankaranarayana, Sabrina Caldwell, Tom Gedeon, Wenjia Niu, Zhifeng Wang

arxiv:2504.17224 v3 · 2025-04-24 · 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{V6CSI35D7XCVL5R5WL34YENAEZ}

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.

Receipt and verification

First computed	2026-07-05T11:35:13.360515Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

af85246fa3fdc555f63db2f7cc11a02675d05fd6cc6f518ab16d55d22cb87eee

Aliases

arxiv: 2504.17224 · arxiv_version: 2504.17224v3 · doi: 10.48550/arxiv.2504.17224 · pith_short_12: V6CSI35D7XCV · pith_short_16: V6CSI35D7XCVL5R5 · pith_short_8: V6CSI35D

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/V6CSI35D7XCVL5R5WL34YENAEZ \
  | 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: af85246fa3fdc555f63db2f7cc11a02675d05fd6cc6f518ab16d55d22cb87eee

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7477656faf0c17b75caf7bfea6fb0c8f5b9e17faa485d2db03a1c823c66ec4ea",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-04-24T03:26:30Z",
    "title_canon_sha256": "4876b8e49f2a5fd05d252fb2800e41fb465396409b74cc48ba6eeabc4e9d18fa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.17224",
    "kind": "arxiv",
    "version": 3
  }
}