Pith Number

pith:QHMSR3A3

pith:2022:QHMSR3A34XTU6U6CFTXLLTCLKI

not attested not anchored not stored refs pending

Multimodal Learning with Transformers: A Survey

David A. Clifton, Peng Xu, Xiatian Zhu

arxiv:2206.06488 v2 · 2022-06-13 · cs.CV · 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{QHMSR3A34XTU6U6CFTXLLTCLKI}

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

OmniVec2 -- A Novel Transformer based Network for Large Scale Multimodal and Multitask Learning

Receipt and verification

First computed	2026-07-05T06:08:51.377030Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

81d928ec1be5e74f53c22ceeb5cc4b5207f3ae843420f0d60f25ea7cbbabffd4

Aliases

arxiv: 2206.06488 · arxiv_version: 2206.06488v2 · doi: 10.48550/arxiv.2206.06488 · pith_short_12: QHMSR3A34XTU · pith_short_16: QHMSR3A34XTU6U6C · pith_short_8: QHMSR3A3

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/QHMSR3A34XTU6U6CFTXLLTCLKI \
  | 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: 81d928ec1be5e74f53c22ceeb5cc4b5207f3ae843420f0d60f25ea7cbbabffd4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "01a8de2882647f7239bcd29483aba898a19263560cb5c64af03f593439160e82",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-06-13T21:36:09Z",
    "title_canon_sha256": "5b65c0382545db88c2f80ff363dc6be256bd0fb929b5590de4190cd78f4e68c2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.06488",
    "kind": "arxiv",
    "version": 2
  }
}