Pith Number

pith:GRTXIRD7

pith:2024:GRTXIRD7WJPKAJERWRTCJ4AMQC

not attested not anchored not stored refs pending

Self-Improving Diffusion Models with Synthetic Data

Ahmed Imtiaz Humayun, John Collomosse, Richard Baraniuk, Shruti Agarwal, Sina Alemohammad

arxiv:2408.16333 v1 · 2024-08-29 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GRTXIRD7WJPKAJERWRTCJ4AMQC}

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

Active Flow Expansion for Out-of-Distribution Discovery: from Theory to Molecules

ReSAGE-PAR: Representational Similarity Assessment for Generative Expansion in Pedestrian Attribute Recognition

Enhancing Malware Detection with Generative AI: Using Variational Autoencoders to Boost Machine Learning Classifiers' Performance

Receipt and verification

First computed	2026-07-05T09:00:39.585632Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

346774447fb25ea02491b46624f00c80b197b1a3dab7b838d2820d44589f21a3

Aliases

arxiv: 2408.16333 · arxiv_version: 2408.16333v1 · doi: 10.48550/arxiv.2408.16333 · pith_short_12: GRTXIRD7WJPK · pith_short_16: GRTXIRD7WJPKAJER · pith_short_8: GRTXIRD7

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/GRTXIRD7WJPKAJERWRTCJ4AMQC \
  | 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: 346774447fb25ea02491b46624f00c80b197b1a3dab7b838d2820d44589f21a3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "db20d654b0f98b0be5da06c86592a12d07a6fb39a6d719807b99ce503077a64c",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-08-29T08:12:18Z",
    "title_canon_sha256": "d83a3327608635f887afd5c5e00eb55a0f93c1dfe697a665730e1b46b1ec7adc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.16333",
    "kind": "arxiv",
    "version": 1
  }
}