Pith Number

pith:IA6FKF4A

pith:2025:IA6FKF4ARWCVEZPWO2WO4EVACN

not attested not anchored not stored refs pending

Discrete State Diffusion Models: A Sample Complexity Perspective

Aadithya Srikanth, Mudit Gaur, Vaneet Aggarwal

arxiv:2510.10854 v3 · 2025-10-12 · cs.LG · cs.AI · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IA6FKF4ARWCVEZPWO2WO4EVACN}

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

Streamlining Analysis and Design of Two-Dimensional Electronic Spectroscopy using Machine Learning

Continuous Latent Diffusion Language Model

Receipt and verification

First computed	2026-06-23T01:12:47.679673Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

403c5517808d855265f676acee12a01364708ce86a798a3d8cf30e3da4058f9f

Aliases

arxiv: 2510.10854 · arxiv_version: 2510.10854v3 · doi: 10.48550/arxiv.2510.10854 · pith_short_12: IA6FKF4ARWCV · pith_short_16: IA6FKF4ARWCVEZPW · pith_short_8: IA6FKF4A

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/IA6FKF4ARWCVEZPWO2WO4EVACN \
  | 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: 403c5517808d855265f676acee12a01364708ce86a798a3d8cf30e3da4058f9f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "46f7e009dbf962c792793edb232300f6aa88a73b5d6fc86ccc6d6b6732bc9e69",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-10-12T23:33:46Z",
    "title_canon_sha256": "10a560d510acb833615109935128b27f69b5d10e9d72c8a66f1f5924b2dd0aa9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.10854",
    "kind": "arxiv",
    "version": 3
  }
}