Pith Number

pith:6W4FI2OB

pith:2017:6W4FI2OBVN2F2G6KUDFVQCFRZG

not attested not anchored not stored refs pending

SCAN: Learning Hierarchical Compositional Visual Concepts

Alexander Lerchner, Arka Pal, Christopher P Burgess, Demis Hassabis, Irina Higgins, Loic Matthey, Matko Bosnjak, Matthew Botvinick, Murray Shanahan, Nicolas Sonnerat

arxiv:1707.03389 v3 · 2017-07-11 · 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{6W4FI2OBVN2F2G6KUDFVQCFRZG}

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

Deep Attention Reweighting: Post-Hoc Attention-Based Feature Aggregation in CNNs for Disentangling Core and Spurious Features under Spurious Correlations

Learning to Theorize the World from Observation

Receipt and verification

First computed	2026-05-18T00:14:06.775151Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f5b85469c1ab745d1bcaa0cb5808b1c98a92f79407409403d04c097a4a4f32f4

Aliases

arxiv: 1707.03389 · arxiv_version: 1707.03389v3 · doi: 10.48550/arxiv.1707.03389 · pith_short_12: 6W4FI2OBVN2F · pith_short_16: 6W4FI2OBVN2F2G6K · pith_short_8: 6W4FI2OB

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/6W4FI2OBVN2F2G6KUDFVQCFRZG \
  | 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: f5b85469c1ab745d1bcaa0cb5808b1c98a92f79407409403d04c097a4a4f32f4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c21ec8881ffd024f4e3dacf004efa33d2927eb97a05afe1164d99a8bcf61f50a",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2017-07-11T17:58:45Z",
    "title_canon_sha256": "73096641e0df9e3182e74e7b95810bfe4b11c19806cf72faeab323ecfda75019"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1707.03389",
    "kind": "arxiv",
    "version": 3
  }
}