Pith Number

pith:FRX2IAEF

pith:2024:FRX2IAEFLOWHLDQXNHYDOVJHJT

not attested not anchored not stored refs pending

Enhancing Accuracy in Generative Models via Knowledge Transfer

Xiaotong Shen, Xinyu Tian

arxiv:2405.16837 v3 · 2024-05-27 · 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{FRX2IAEFLOWHLDQXNHYDOVJHJT}

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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

Causality-Encoded Diffusion Models for Interventional Sampling and Edge Inference

Receipt and verification

First computed	2026-07-05T11:13:10.000626Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2c6fa400855bac758e1769f03755274ce67b5026d4fcf1230bf905db758c8e5f

Aliases

arxiv: 2405.16837 · arxiv_version: 2405.16837v3 · doi: 10.48550/arxiv.2405.16837 · pith_short_12: FRX2IAEFLOWH · pith_short_16: FRX2IAEFLOWHLDQX · pith_short_8: FRX2IAEF

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/FRX2IAEFLOWHLDQXNHYDOVJHJT \
  | 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: 2c6fa400855bac758e1769f03755274ce67b5026d4fcf1230bf905db758c8e5f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e56cc6eb781fc236c688852f2c6d4bfb113e10470a8b85e042969b7b904da7f1",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-05-27T05:10:49Z",
    "title_canon_sha256": "bce0e5eec4e010f1e163515b8a15954220695a486e42cbfb1f195bd6ce4e356b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.16837",
    "kind": "arxiv",
    "version": 3
  }
}