Pith Number

pith:TYXACEVV

pith:2025:TYXACEVVKVH5533UKNBPP73LEX

not attested not anchored not stored refs pending

Milmer: a Framework for Multiple Instance Learning based Multimodal Emotion Recognition

Chenlong Zhang, Jiakai Wang, Jian He, Kaixin Wang, Shuang Niu, Tianhao Peng, WeiLi Zhang, Xiaoyang Xie, Xiyuan Hu, Yu Liang, Zaitian Wang

arxiv:2502.00547 v1 · 2025-02-01 · cs.CV · cs.AI · cs.HC

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TYXACEVVKVH5533UKNBPP73LEX}

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	2026-07-01T01:17:09.429349Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9e2e0112b5554fdeef745342f7ff6b25fdc71eef81174c9b5fe4bd8ce9c04853

Aliases

arxiv: 2502.00547 · arxiv_version: 2502.00547v1 · doi: 10.48550/arxiv.2502.00547 · pith_short_12: TYXACEVVKVH5 · pith_short_16: TYXACEVVKVH5533U · pith_short_8: TYXACEVV

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/TYXACEVVKVH5533UKNBPP73LEX \
  | 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: 9e2e0112b5554fdeef745342f7ff6b25fdc71eef81174c9b5fe4bd8ce9c04853

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7a80976cfdec6b0059828865ae34f7f01cd6adece755405ca60c51edfd82772c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.HC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-02-01T20:32:57Z",
    "title_canon_sha256": "43495457eafd9906e128b2e5bbe7a8e03e958233dc47c9ce35eebd2ef8248c0b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.00547",
    "kind": "arxiv",
    "version": 1
  }
}