Pith Number

pith:SD2VPFYE

pith:2024:SD2VPFYESBOM3C2CS2ILBX55ND

not attested not anchored not stored refs pending

Towards Efficient Pareto Set Approximation via Mixture of Experts Based Model Fusion

Anke Tang, Bo Du, Han Hu, Li Shen, Shiwei Liu, Yong Luo

arxiv:2406.09770 v1 · 2024-06-14 · 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{SD2VPFYESBOM3C2CS2ILBX55ND}

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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

Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities

Receipt and verification

First computed	2026-07-05T08:31:59.627162Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

90f5579704905ccd8b429690b0dfbd68c6f0ed28c15a8c2f711f98b8f4f7603a

Aliases

arxiv: 2406.09770 · arxiv_version: 2406.09770v1 · doi: 10.48550/arxiv.2406.09770 · pith_short_12: SD2VPFYESBOM · pith_short_16: SD2VPFYESBOM3C2C · pith_short_8: SD2VPFYE

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/SD2VPFYESBOM3C2CS2ILBX55ND \
  | 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: 90f5579704905ccd8b429690b0dfbd68c6f0ed28c15a8c2f711f98b8f4f7603a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a1edbd5b4dee922ae3dd286ef1018841d504b6fe33bd930d2c9f1445f4b3f0b9",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-14T07:16:18Z",
    "title_canon_sha256": "c808d33a220dea05a0dbd8f142f61beb5073137dea18f4159d0a819cfcd00aa2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.09770",
    "kind": "arxiv",
    "version": 1
  }
}