Pith. sign in
Pith Number

pith:K62GXDHI

pith:2024:K62GXDHIDHI24SP6ALXEZRHXS2
not attested not anchored not stored refs pending

Conditional Diffusion Models Based Conditional Independence Testing

Hai Shu, Renming Zhang, Shuai Li, Yanfeng Yang, Yingjie Zhang, Zhuoran Sun, Ziqi Chen

arxiv:2412.11744 v2 · 2024-12-16 · stat.ML · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{K62GXDHIDHI24SP6ALXEZRHXS2}

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.
Receipt and verification
First computed 2026-07-05T09:50:56.846167Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

57b46b8ce819d1ae49fe02ee4cc4f79684b9f2e81c16ff9e02d263fc9bd2bd6e

Aliases

arxiv: 2412.11744 · arxiv_version: 2412.11744v2 · doi: 10.48550/arxiv.2412.11744 · pith_short_12: K62GXDHIDHI2 · pith_short_16: K62GXDHIDHI24SP6 · pith_short_8: K62GXDHI
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/K62GXDHIDHI24SP6ALXEZRHXS2 \
  | 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: 57b46b8ce819d1ae49fe02ee4cc4f79684b9f2e81c16ff9e02d263fc9bd2bd6e
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "eaff1f87de6be4d2b56c1fd7d6f0b16c068e27373879664a955143d0d1b72ff4",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-12-16T13:03:18Z",
    "title_canon_sha256": "70a799a9cd68395104295585483df9ef2ab1878659f6e044e73ee8aa6517715c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.11744",
    "kind": "arxiv",
    "version": 2
  }
}