Pith Number

pith:N62KXRKI

pith:2018:N62KXRKIHTYSYVQLMXWUJYY4LH

not attested not anchored not stored refs pending

The Effect of Learning Strategy versus Inherent Architecture Properties on the Ability of Convolutional Neural Networks to Develop Transformation Invariance

Kalanit Grill-Spector, Megha Srivastava

arxiv:1810.13128 v1 · 2018-10-31 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{N62KXRKIHTYSYVQLMXWUJYY4LH}

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	2026-05-18T00:01:52.233999Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6fb4abc5483cf12c560b65ed44e31c59cf53a741263740d8faa3315270ff6c10

Aliases

arxiv: 1810.13128 · arxiv_version: 1810.13128v1 · doi: 10.48550/arxiv.1810.13128 · pith_short_12: N62KXRKIHTYS · pith_short_16: N62KXRKIHTYSYVQL · pith_short_8: N62KXRKI

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/N62KXRKIHTYSYVQLMXWUJYY4LH \
  | 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: 6fb4abc5483cf12c560b65ed44e31c59cf53a741263740d8faa3315270ff6c10

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fa443c9db1e68aacd106394ab6a639636b20d6d3e428427c6b2d641168033d82",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2018-10-31T06:48:15Z",
    "title_canon_sha256": "9191db8ad7ae23b032163a9a156ed0927c1a805f219506ab54020a05164c4020"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1810.13128",
    "kind": "arxiv",
    "version": 1
  }
}