Pith Number

pith:AO56D5TV

pith:2025:AO56D5TVT2MYM2H73L3OO5LYWF

not attested not anchored not stored refs pending

Expert Race: A Flexible Routing Strategy for Scaling Diffusion Transformer with Mixture of Experts

Defa Zhu, Jingyi Yu, Qiyang Min, Xun Zhou, Yike Yuan, Zihao Huang, Ziyu Wang

arxiv:2503.16057 v3 · 2025-03-20 · cs.CV · cs.AI · 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{AO56D5TVT2MYM2H73L3OO5LYWF}

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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

Focusing on What Matters: Saliency-Harnessing Accurate Routing for Diffusion MoE

Receipt and verification

First computed	2026-07-05T11:20:10.877038Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

03bbe1f6759e998668ffdaf6e77578b17e35c17ffe87af5601c8bedc339158f9

Aliases

arxiv: 2503.16057 · arxiv_version: 2503.16057v3 · doi: 10.48550/arxiv.2503.16057 · pith_short_12: AO56D5TVT2MY · pith_short_16: AO56D5TVT2MYM2H7 · pith_short_8: AO56D5TV

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/AO56D5TVT2MYM2H73L3OO5LYWF \
  | 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: 03bbe1f6759e998668ffdaf6e77578b17e35c17ffe87af5601c8bedc339158f9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "79dcecc31ae7550a9295d70030e7566a614a89dbb6fb879fd6f67331c1392988",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-03-20T11:45:08Z",
    "title_canon_sha256": "7f662a7b2bf51aa2c354b01241148ed497b39b77fae9ae40053c7bbdef331c69"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.16057",
    "kind": "arxiv",
    "version": 3
  }
}