Pith Number

pith:F3VXXHZH

pith:2020:F3VXXHZHBKMHPVVQKP37BMMELT

not attested not anchored not stored refs pending

On the Benefits of Early Fusion in Multimodal Representation Learning

George Barnum, Sabera Talukder, Yisong Yue

arxiv:2011.07191 v1 · 2020-11-14 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{F3VXXHZHBKMHPVVQKP37BMMELT}

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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

Multi-FRuGaL: Multimodal Flexible Redundancy-aware Decomposed Gated Learning for Cancer Diagnosis and Prognosis

Receipt and verification

First computed	2026-07-05T01:51:29.912472Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2eeb7b9f270a9877d6b053f7f0b1845cf4f95534d194884ba3c7c937a1874958

Aliases

arxiv: 2011.07191 · arxiv_version: 2011.07191v1 · doi: 10.48550/arxiv.2011.07191 · pith_short_12: F3VXXHZHBKMH · pith_short_16: F3VXXHZHBKMHPVVQ · pith_short_8: F3VXXHZH

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/F3VXXHZHBKMHPVVQKP37BMMELT \
  | 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: 2eeb7b9f270a9877d6b053f7f0b1845cf4f95534d194884ba3c7c937a1874958

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "78365a5792e15dc7becaabc2cc2146099b7be4a8df668e19032e23b7998a7af2",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-11-14T01:58:41Z",
    "title_canon_sha256": "4844d8086b1e4020047634ebb78987601e28442156bcb6e891c7df640107c920"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2011.07191",
    "kind": "arxiv",
    "version": 1
  }
}