Pith Number

pith:DZZFWDJ2

pith:2024:DZZFWDJ27NTWYDNJFAL2VZEQJU

not attested not anchored not stored refs pending

Learning More Generalized Experts by Merging Experts in Mixture-of-Experts

Sejik Park

arxiv:2405.11530 v1 · 2024-05-19 · 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{DZZFWDJ27NTWYDNJFAL2VZEQJU}

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

2 papers in Pith

dMoE: dLLMs with Learnable Block Experts

Spectral Souping: A Unified Framework for Online Preference Alignment

Receipt and verification

First computed	2026-07-05T08:20:41.109639Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1e725b0d3afb676c0da92817aae4904d09f4145854f79535858d03f2c169a600

Aliases

arxiv: 2405.11530 · arxiv_version: 2405.11530v1 · doi: 10.48550/arxiv.2405.11530 · pith_short_12: DZZFWDJ27NTW · pith_short_16: DZZFWDJ27NTWYDNJ · pith_short_8: DZZFWDJ2

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/DZZFWDJ27NTWYDNJFAL2VZEQJU \
  | 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: 1e725b0d3afb676c0da92817aae4904d09f4145854f79535858d03f2c169a600

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9d1a2ebc64aaceeb3a8421b5f4f147acd20ee25e45a2a0019e30a232b13dee69",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-19T11:55:48Z",
    "title_canon_sha256": "172f1f9d7c9e8a8a1758beaf23d0db7c500ffe79e710b4e6b484c25756001b8d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.11530",
    "kind": "arxiv",
    "version": 1
  }
}