Pith Number

pith:S3IZLS7Q

pith:2022:S3IZLS7QKGPIM6KE3VOFBPADN2

not attested not anchored not stored refs pending

Score-based Continuous-time Discrete Diffusion Models

Bo Dai, Dale Schuurmans, Hanjun Dai, Haoran Sun, Lijun Yu

arxiv:2211.16750 v2 · 2022-11-30 · 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{S3IZLS7QKGPIM6KE3VOFBPADN2}

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

20 papers in Pith

Set Diffusion: Interpolating Token Orderings Between Autoregression and Diffusion for Fast and Flexible Decoding

Fast-dLLM++: Fr\'{e}chet Profile Decoding for Faster Diffusion LLM Inference

Variational Learning for Insertion-based Generation

Language Generation as Optimal Control: Closed-Loop Diffusion in Latent Control Space

Reinforcement Learning with Discrete Diffusion Policies for Combinatorial Action Spaces

Receipt and verification

First computed	2026-07-05T05:48:25.987277Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

96d195cbf0519e867944dd5c50bc036e92ee901dbfa0bce666e51484f0d4dd70

Aliases

arxiv: 2211.16750 · arxiv_version: 2211.16750v2 · doi: 10.48550/arxiv.2211.16750 · pith_short_12: S3IZLS7QKGPI · pith_short_16: S3IZLS7QKGPIM6KE · pith_short_8: S3IZLS7Q

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/S3IZLS7QKGPIM6KE3VOFBPADN2 \
  | 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: 96d195cbf0519e867944dd5c50bc036e92ee901dbfa0bce666e51484f0d4dd70

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f06320a2cca5dab1a4031c9f8c28db8f2faabfd5e8da4117d5d5923ad2841359",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-11-30T05:33:29Z",
    "title_canon_sha256": "3894e32da0017eddafd243912f6969517808dfd08e2ad221f946bc6539affc71"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.16750",
    "kind": "arxiv",
    "version": 2
  }
}