Pith Number

pith:UZHPUBPZ

pith:2024:UZHPUBPZWMFGYPYR227MJLFCK4

not attested not anchored not stored refs pending

GW-MoE: Resolving Uncertainty in MoE Router with Global Workspace Theory

Hang Zhao, Haoze Wu, Jie Fu, Zihan Qiu, Zili Wang

arxiv:2406.12375 v1 · 2024-06-18 · 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{UZHPUBPZWMFGYPYR227MJLFCK4}

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

Demons in the Detail: On Implementing Load Balancing Loss for Training Specialized Mixture-of-Expert Models

Receipt and verification

First computed	2026-07-05T08:33:45.075351Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a64efa05f9b30a6c3f11d6bec4aca257120b62509bb7953afae2ed1d68526355

Aliases

arxiv: 2406.12375 · arxiv_version: 2406.12375v1 · doi: 10.48550/arxiv.2406.12375 · pith_short_12: UZHPUBPZWMFG · pith_short_16: UZHPUBPZWMFGYPYR · pith_short_8: UZHPUBPZ

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/UZHPUBPZWMFGYPYR227MJLFCK4 \
  | 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: a64efa05f9b30a6c3f11d6bec4aca257120b62509bb7953afae2ed1d68526355

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "eaac3ef102563187f2862d473ffd6e9b406d6a7796c1db9a9922c2b16773a021",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-18T08:03:51Z",
    "title_canon_sha256": "9a188efee4f932373e15b7ec8625ad279e07c40174a6a3742b002debafd03260"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.12375",
    "kind": "arxiv",
    "version": 1
  }
}