Pith Number

pith:VPQYEK34

pith:2021:VPQYEK34MSYT5LZITPRRVICRMK

not attested not anchored not stored refs pending

Step-unrolled Denoising Autoencoders for Text Generation

Aaron van den Oord, Erich Elsen, Junyoung Chung, Mikolaj Binkowski, Nikolay Savinov

arxiv:2112.06749 v3 · 2021-12-13 · cs.CL · 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{VPQYEK34MSYT5LZITPRRVICRMK}

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

TextEconomizer: Enhancing Lossy Text Compression with Denoising Transformers and Entropy Coding

SurfDesign: Effective Protein Design on Molecular Surfaces

Goodbye Drift: Anchored Tree Sampling for Long-Horizon Video-to-Video Generation

Continuous diffusion for categorical data

Receipt and verification

First computed	2026-07-05T04:15:52.433256Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

abe1822b7c64b13eaf289be31aa05162a6b3336bbcf4e56f0d2348d1f4aa224b

Aliases

arxiv: 2112.06749 · arxiv_version: 2112.06749v3 · doi: 10.48550/arxiv.2112.06749 · pith_short_12: VPQYEK34MSYT · pith_short_16: VPQYEK34MSYT5LZI · pith_short_8: VPQYEK34

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/VPQYEK34MSYT5LZITPRRVICRMK \
  | 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: abe1822b7c64b13eaf289be31aa05162a6b3336bbcf4e56f0d2348d1f4aa224b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b74ddc06f5fb905d608f032785f80c48681e2644cafe8f757f0157da6abdb102",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-12-13T16:00:33Z",
    "title_canon_sha256": "2b23f4e9c2cb9bb7e59f46791a30e1a480a59e20a1843841229dcbf6f0335037"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2112.06749",
    "kind": "arxiv",
    "version": 3
  }
}