Pith Number

pith:XFN5YZQC

pith:2024:XFN5YZQCKWMR3XBB5AEIE2CZEP

not attested not anchored not stored refs pending

Unified Discrete Diffusion for Categorical Data

Leman Akoglu, Lijun Yu, Lingxiao Zhao, Xueying Ding

arxiv:2402.03701 v2 · 2024-02-06 · cs.LG · 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{XFN5YZQCKWMR3XBB5AEIE2CZEP}

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

4 papers in Pith

Autoregressive Boltzmann Generators

Accelerating Discrete Diffusion Models with Parallel-In-Time Sampling

Scaling Diffusion Language Models via Adaptation from Autoregressive Models

Dream 7B: Diffusion Large Language Models

Receipt and verification

First computed	2026-07-05T08:54:35.920597Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b95bdc660255991ddc21e80882685923e3a4481b5bc25e351c809c424ae2b42a

Aliases

arxiv: 2402.03701 · arxiv_version: 2402.03701v2 · doi: 10.48550/arxiv.2402.03701 · pith_short_12: XFN5YZQCKWMR · pith_short_16: XFN5YZQCKWMR3XBB · pith_short_8: XFN5YZQC

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/XFN5YZQCKWMR3XBB5AEIE2CZEP \
  | 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: b95bdc660255991ddc21e80882685923e3a4481b5bc25e351c809c424ae2b42a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dfaaa1917ae1d29d41581f167388357a99e5417c5d8e6e9a335aa7f96ef8dc4a",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-06T04:42:36Z",
    "title_canon_sha256": "3cda99bae02ad46d5fff9bd03f67d07b81f56989e1c79fcde43b0ea695d6580b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.03701",
    "kind": "arxiv",
    "version": 2
  }
}