Pith Number

pith:PDRKZ73C

pith:2024:PDRKZ73C2NIUTEZQ3ZAEUBOHZL

not attested not anchored not stored refs pending

MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT

Gunjan Verma, Jason Wu, Mani Srivastava, Tarek Abdelzaher, Tomoyoshi Kimura, Xiaomin Ouyang, Yihan Lin

arxiv:2411.12126 v2 · 2024-11-18 · 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{PDRKZ73C2NIUTEZQ3ZAEUBOHZL}

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

Data Can Speak for Itself: Quality-guided Utilization of Wireless Synthetic Data

Receipt and verification

First computed	2026-07-05T10:24:55.174467Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

78e2acff62d351499330de404a05c7cacb0f3a3f4ede6922c229a6ce403515bb

Aliases

arxiv: 2411.12126 · arxiv_version: 2411.12126v2 · doi: 10.48550/arxiv.2411.12126 · pith_short_12: PDRKZ73C2NIU · pith_short_16: PDRKZ73C2NIUTEZQ · pith_short_8: PDRKZ73C

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/PDRKZ73C2NIUTEZQ3ZAEUBOHZL \
  | 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: 78e2acff62d351499330de404a05c7cacb0f3a3f4ede6922c229a6ce403515bb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2637653a2cb24741b273db1da88dcabef9ee13043ffc2427552a61d9ce22ffa8",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-18T23:34:07Z",
    "title_canon_sha256": "7d8f3a7dfa2b771280f4aa8ab255373b50f865368fcb45f8364c8dc4ad1cb8e9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.12126",
    "kind": "arxiv",
    "version": 2
  }
}