Pith Number

pith:GYKJR4QM

pith:2023:GYKJR4QM5D7YGNUOGGX6FBNVLK

not attested not anchored not stored refs pending

Masked Diffusion Models Are Fast Distribution Learners

Jiachen Lei, Kui Ren, Peng Cheng, Qinglong Wang, Zhan Qin, Zhenguang Liu, Zhibo Wang, Zhongjie Ba

arxiv:2306.11363 v4 · 2023-06-20 · 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{GYKJR4QM5D7YGNUOGGX6FBNVLK}

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

1 paper in Pith

Neural Estimation of Pairwise Mutual Information in Masked Discrete Sequence Models

Receipt and verification

First computed	2026-07-05T07:17:27.215975Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

361498f20ce8ff83368e31afe285b55a95019b938c3358c772f4a7e77c55e804

Aliases

arxiv: 2306.11363 · arxiv_version: 2306.11363v4 · doi: 10.48550/arxiv.2306.11363 · pith_short_12: GYKJR4QM5D7Y · pith_short_16: GYKJR4QM5D7YGNUO · pith_short_8: GYKJR4QM

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/GYKJR4QM5D7YGNUOGGX6FBNVLK \
  | 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: 361498f20ce8ff83368e31afe285b55a95019b938c3358c772f4a7e77c55e804

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7c532f1b33b1b10d6127fd943977391cd491bedd555fd4df893b1477f6843e1c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-06-20T08:02:59Z",
    "title_canon_sha256": "9897f6f9bac07fdc136ffab2571c2e46636f32758b4819d2639339d2bad3ddf9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.11363",
    "kind": "arxiv",
    "version": 4
  }
}