Pith Number

pith:ROVBLYUV

pith:2024:ROVBLYUV3G2AW7ZI7B2LJIXNJB

not attested not anchored not stored refs pending

Convergence Analysis of Discrete Diffusion Model: Exact Implementation through Uniformization

Hongrui Chen, Lexing Ying

arxiv:2402.08095 v2 · 2024-02-12 · stat.ML · 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{ROVBLYUV3G2AW7ZI7B2LJIXNJB}

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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

4 papers in Pith

A Mathematical Introduction to Diffusion Models

Accelerating Discrete Diffusion Models with Parallel-In-Time Sampling

From Scores to Gibbs Correctors: Accelerating Uniform-Rate Discrete Diffusion Models

dFlowGRPO: Rate-Aware Policy Optimization for Discrete Flow Models

Receipt and verification

First computed	2026-07-05T07:45:00.370187Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8baa15e295d9b40b7f28f874b4a2ed487fbbc13dd6141f7cb4c96603df90d0a2

Aliases

arxiv: 2402.08095 · arxiv_version: 2402.08095v2 · doi: 10.48550/arxiv.2402.08095 · pith_short_12: ROVBLYUV3G2A · pith_short_16: ROVBLYUV3G2AW7ZI · pith_short_8: ROVBLYUV

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/ROVBLYUV3G2AW7ZI7B2LJIXNJB \
  | 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: 8baa15e295d9b40b7f28f874b4a2ed487fbbc13dd6141f7cb4c96603df90d0a2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9cbd2341c8b46bd3316a80ba94f2722a36d2a40071ffd8db0c430b45b2493875",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-02-12T22:26:52Z",
    "title_canon_sha256": "d34509cb5e4915c12e7a4b0e22eca930400cc8c9b3fa2ffa5ce9c81f591e702f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.08095",
    "kind": "arxiv",
    "version": 2
  }
}