Pith Number

pith:SBRJRHTX

pith:2023:SBRJRHTX573HUOLIHSZGLHSVIW

not attested not anchored not stored refs pending

Improving Unimodal Inference with Multimodal Transformers

Alexandros Iosifidis, Kateryna Chumachenko, Moncef Gabbouj

arxiv:2311.10170 v1 · 2023-11-16 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SBRJRHTX573HUOLIHSZGLHSVIW}

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	2026-07-05T07:13:47.832438Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9062989e77eff67a39683cb2659e55459f6460a0b6833647d0544f7de1208389

Aliases

arxiv: 2311.10170 · arxiv_version: 2311.10170v1 · doi: 10.48550/arxiv.2311.10170 · pith_short_12: SBRJRHTX573H · pith_short_16: SBRJRHTX573HUOLI · pith_short_8: SBRJRHTX

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/SBRJRHTX573HUOLIHSZGLHSVIW \
  | 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: 9062989e77eff67a39683cb2659e55459f6460a0b6833647d0544f7de1208389

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a1b289b2ed9fac17705a5517dece8bb72825f2c837e39765f96f904206b10571",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-11-16T19:53:35Z",
    "title_canon_sha256": "86c926377352b942e6c8633c17ec6ff5314e501cb7cd1b60c6f08af90719905e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.10170",
    "kind": "arxiv",
    "version": 1
  }
}