Pith Number

pith:PJTKKPO5

pith:2021:PJTKKPO5EXMZOANTIR6COOIGUK

not attested not anchored not stored refs pending

Structured Denoising Diffusion Models in Discrete State-Spaces

Daniel D. Johnson, Daniel Tarlow, Jacob Austin, Jonathan Ho, Rianne van den Berg

arxiv:2107.03006 v3 · 2021-07-07 · cs.LG · cs.AI · cs.CL · cs.CV

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PJTKKPO5EXMZOANTIR6COOIGUK}

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

28 papers in Pith

Autoregressive Boltzmann Generators

dVLA-RL: Reinforcement Learning over Denoising Trajectories for Discrete Diffusion Vision-Language-Action Models

Atomistic Language Models Understand and Generate Materials

Discrete Diffusion Language Models for Interactive Radiology Report Drafting

TimeROME-DLM: Temporal Causal Tracing and Low-Rank Inference-Time Knowledge Editing for Masked Diffusion Language Models

Receipt and verification

First computed	2026-07-05T05:44:36.932539Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7a66a53ddd25d99701b3447c273906a28e4b06558837f384c91dd266a3cab951

Aliases

arxiv: 2107.03006 · arxiv_version: 2107.03006v3 · doi: 10.48550/arxiv.2107.03006 · pith_short_12: PJTKKPO5EXMZ · pith_short_16: PJTKKPO5EXMZOANT · pith_short_8: PJTKKPO5

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/PJTKKPO5EXMZOANTIR6COOIGUK \
  | 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: 7a66a53ddd25d99701b3447c273906a28e4b06558837f384c91dd266a3cab951

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "98d5cc16d4433d6e4295321b3308bc78862703c4bd2628a113c03263912f2827",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-07-07T04:11:00Z",
    "title_canon_sha256": "0bebfae2a380eed10894c20e17fe466d3fc13e45cf42fba8c1e336ab055f3cde"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2107.03006",
    "kind": "arxiv",
    "version": 3
  }
}