Pith Number

pith:TOVLGTF2

pith:2024:TOVLGTF27UEY3W4LRBZDMPHBAR

not attested not anchored not stored refs pending

Convergence Analysis of Flow Matching in Latent Space with Transformers

Bokai Yan, Yang Wang, Yanming Lai, Yuling Jiao

arxiv:2404.02538 v2 · 2024-04-03 · stat.ML · cs.LG

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

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\usepackage{pith}
\pithnumber{TOVLGTF27UEY3W4LRBZDMPHBAR}

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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

3 papers in Pith

Approximation Error Upper and Lower Bounds for H\"{o}lder Class with Transformers

Conditional Flow-VAE for Safety-Critical Traffic Scenario Generation

Receipt and verification

First computed	2026-07-05T08:12:49.640793Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9baab34cbafd098ddb8b8872363ce1047f3efe86ed93a44c35ef83fa86855c16

Aliases

arxiv: 2404.02538 · arxiv_version: 2404.02538v2 · doi: 10.48550/arxiv.2404.02538 · pith_short_12: TOVLGTF27UEY · pith_short_16: TOVLGTF27UEY3W4L · pith_short_8: TOVLGTF2

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/TOVLGTF27UEY3W4LRBZDMPHBAR \
  | 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: 9baab34cbafd098ddb8b8872363ce1047f3efe86ed93a44c35ef83fa86855c16

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e5d60748c03fea82281b8d0381af806b20e393adee3a9513d81ff98ca04fd7cf",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-04-03T07:50:53Z",
    "title_canon_sha256": "c665a71f30e5bf1d67134bdc6ff6d3480f26fe88c88cb5c26608de00d9f209ba"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.02538",
    "kind": "arxiv",
    "version": 2
  }
}