Pith Number

pith:ZL7DX43R

pith:2024:ZL7DX43RUDKZZ5WRWG56CKF7JX

not attested not anchored not stored refs pending

Semi-Supervised Learning for Deep Causal Generative Models

Hermione Warr, Konstantinos Kamnitsas, Yasin Ibrahim

arxiv:2403.18717 v2 · 2024-03-27 · cs.LG · cs.AI · cs.CV · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZL7DX43RUDKZZ5WRWG56CKF7JX}

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

Diffusion Counterfactual Generation with Semantic Abduction

Receipt and verification

First computed	2026-07-05T08:43:09.627828Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cafe3bf371a0d59cf6d1b1bbe128bf4dcc22f4f1c20e14a939c36a2b986b84b9

Aliases

arxiv: 2403.18717 · arxiv_version: 2403.18717v2 · doi: 10.48550/arxiv.2403.18717 · pith_short_12: ZL7DX43RUDKZ · pith_short_16: ZL7DX43RUDKZZ5WR · pith_short_8: ZL7DX43R

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/ZL7DX43RUDKZZ5WRWG56CKF7JX \
  | 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: cafe3bf371a0d59cf6d1b1bbe128bf4dcc22f4f1c20e14a939c36a2b986b84b9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8524d94c41ac4f0c932087af51ad447de3d3ee1d8c058755ace04bb33ad09aa8",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-27T16:06:37Z",
    "title_canon_sha256": "1cd9e3db713ffe5c415cee94bf57b48f86c9d5b13bc5060f142b2a970d5865f4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.18717",
    "kind": "arxiv",
    "version": 2
  }
}