Pith Number

pith:DOP2NGTC

pith:2023:DOP2NGTCG6PAL5WBKOKRUDXNSA

not attested not anchored not stored refs pending

Conditional Stochastic Interpolation for Generative Learning

Ding Huang, Guohao Shen, Jian Huang, Ting Li

arxiv:2312.05579 v3 · 2023-12-09 · stat.ML · 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{DOP2NGTCG6PAL5WBKOKRUDXNSA}

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

1 paper in Pith

A Theoretical Analysis of Memory and Overfitting Phenomena in Stochastic Interpolation Models

Receipt and verification

First computed	2026-07-05T11:58:16.778112Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1b9fa69a62379e05f6c153951a0eed902393927197dc9ce23fc6d1502b48f9ca

Aliases

arxiv: 2312.05579 · arxiv_version: 2312.05579v3 · doi: 10.48550/arxiv.2312.05579 · pith_short_12: DOP2NGTCG6PA · pith_short_16: DOP2NGTCG6PAL5WB · pith_short_8: DOP2NGTC

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/DOP2NGTCG6PAL5WBKOKRUDXNSA \
  | 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: 1b9fa69a62379e05f6c153951a0eed902393927197dc9ce23fc6d1502b48f9ca

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ba3c2fce0e85645cf33cbd84326c6e38f69a3c92705cb8b536495bae7d2fe6ca",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2023-12-09T13:53:35Z",
    "title_canon_sha256": "8cf52ec81011cfc39c28a72ff5cff335af3a1866acd7e9a7981afc491fefe24d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.05579",
    "kind": "arxiv",
    "version": 3
  }
}