Pith Number

pith:AWGIJE6L

pith:2024:AWGIJE6LR3SWVYMZ4BZVXFMBM6

not attested not anchored not stored refs pending

Think While You Generate: Discrete Diffusion with Planned Denoising

Andrew Campbell, Hannes St\"ark, Juno Nam, Rafael G\'omez-Bombarelli, Sulin Liu, Tommi Jaakkola, Yilun Xu

arxiv:2410.06264 v2 · 2024-10-08 · cs.LG · cs.AI · cs.CL · cs.CV · 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{AWGIJE6LR3SWVYMZ4BZVXFMBM6}

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

5 papers in Pith

Accelerating Discrete Diffusion Models with Parallel-In-Time Sampling

Discrete-WAM: Unified Discrete Vision-Action Token Editing for World-Policy Learning

Fixed-Point Masked Generative Modeling

Uniform Diffusion Models Revisited: Leave-One-Out Denoiser and Absorbing State Reformulation

Large Language Diffusion Models

Receipt and verification

First computed	2026-07-05T10:46:57.137272Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

058c8493cb8ee56ae199e0735b958167865edb2c76b18e8cd97c4659a87172d2

Aliases

arxiv: 2410.06264 · arxiv_version: 2410.06264v2 · doi: 10.48550/arxiv.2410.06264 · pith_short_12: AWGIJE6LR3SW · pith_short_16: AWGIJE6LR3SWVYMZ · pith_short_8: AWGIJE6L

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/AWGIJE6LR3SWVYMZ4BZVXFMBM6 \
  | 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: 058c8493cb8ee56ae199e0735b958167865edb2c76b18e8cd97c4659a87172d2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6e977f2149195c13c23501bee16099f3e3cf8aa7c0e9be6389b0344f7bc6d4dd",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-08T18:03:34Z",
    "title_canon_sha256": "47669ea4a4440f69358232d98df10b35fc17e04572c6269985ce082ad75e96f4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.06264",
    "kind": "arxiv",
    "version": 2
  }
}