Pith Number

pith:AJXEAR3W

pith:2023:AJXEAR3WWTXUV2XASDTCWJBNEH

not attested not anchored not stored refs pending

Learning multi-scale local conditional probability models of images

Eero P Simoncelli, Florentin Guth, St\'ephane Mallat, Zahra Kadkhodaie

arxiv:2303.02984 v1 · 2023-03-06 · cs.CV · 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{AJXEAR3WWTXUV2XASDTCWJBNEH}

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

2 papers in Pith

Statistical Properties of Training & Generalization

Receipt and verification

First computed	2026-07-05T05:48:17.941633Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

026e404776b4ef4aeae090e62b242d21c58f33de6de022004ede9a9715fd5858

Aliases

arxiv: 2303.02984 · arxiv_version: 2303.02984v1 · doi: 10.48550/arxiv.2303.02984 · pith_short_12: AJXEAR3WWTXU · pith_short_16: AJXEAR3WWTXUV2XA · pith_short_8: AJXEAR3W

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/AJXEAR3WWTXUV2XASDTCWJBNEH \
  | 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: 026e404776b4ef4aeae090e62b242d21c58f33de6de022004ede9a9715fd5858

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c220bae2ab1373422f61a0c078a98c2568be69162de8f8ba0a6164894f2588d4",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-03-06T09:23:14Z",
    "title_canon_sha256": "55f268e54c278f450a63eaef16d080b78800a97e42ed43c74251acb506a6385e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.02984",
    "kind": "arxiv",
    "version": 1
  }
}