Pith Number

pith:7V3XNIPY

pith:2023:7V3XNIPY6S7XB6B6XBN5HT2H5Y

not attested not anchored not stored refs pending

A Theoretical Justification for Image Inpainting using Denoising Diffusion Probabilistic Models

Advait Parulekar, Constantine Caramanis, Litu Rout, Sanjay Shakkottai

arxiv:2302.01217 v1 · 2023-02-02 · stat.ML · cs.AI · cs.LG · math.ST · stat.TH

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7V3XNIPY6S7XB6B6XBN5HT2H5Y}

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

3 papers in Pith

Flow-Based Generative Modeling for Optimizing Sampling Policies in Compressed Sensing Applications

A Survey on Diffusion Models for Inverse Problems

Generative diffusion models for spatiotemporal influenza forecasting

Receipt and verification

First computed	2026-07-05T05:38:24.171561Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fd7776a1f8f4bf70f83eb85bd3cf47ee1fc7096e049bf3df39de3c27cbadd527

Aliases

arxiv: 2302.01217 · arxiv_version: 2302.01217v1 · doi: 10.48550/arxiv.2302.01217 · pith_short_12: 7V3XNIPY6S7X · pith_short_16: 7V3XNIPY6S7XB6B6 · pith_short_8: 7V3XNIPY

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/7V3XNIPY6S7XB6B6XBN5HT2H5Y \
  | 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: fd7776a1f8f4bf70f83eb85bd3cf47ee1fc7096e049bf3df39de3c27cbadd527

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "013015aba2d7f27bb07fd41b4bf0f2f352996c30882a504122a53f73ccb9da5f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "math.ST",
      "stat.TH"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2023-02-02T16:55:03Z",
    "title_canon_sha256": "0d781b8b1b44a9ff5efad05138ed878d95afe6acc31ecffceafc12896246259a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.01217",
    "kind": "arxiv",
    "version": 1
  }
}