Pith Number

pith:ID3GK7FZ

pith:2022:ID3GK7FZDMQ372OZB6LIHZGT6J

not attested not anchored not stored refs pending

Receptive Field Refinement for Convolutional Neural Networks Reliably Improves Predictive Performance

Christopher Pal, Mats L. Richter

arxiv:2211.14487 v1 · 2022-11-26 · cs.CV · cs.AI · 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{ID3GK7FZDMQ372OZB6LIHZGT6J}

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

From Local Training to Large-Scale Mapping: A Comparative Assessment of Machine Learning and Deep Learning for Transferable Satellite-Derived Bathymetry

Receipt and verification

First computed	2026-07-05T05:19:40.257930Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

40f6657cb91b21bfe9d90f9683e4d3f254f5dd612bd0ba038b8d415f64ed2a87

Aliases

arxiv: 2211.14487 · arxiv_version: 2211.14487v1 · doi: 10.48550/arxiv.2211.14487 · pith_short_12: ID3GK7FZDMQ3 · pith_short_16: ID3GK7FZDMQ372OZ · pith_short_8: ID3GK7FZ

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/ID3GK7FZDMQ372OZB6LIHZGT6J \
  | 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: 40f6657cb91b21bfe9d90f9683e4d3f254f5dd612bd0ba038b8d415f64ed2a87

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "22b8ad48bb3fc703d40aedfd1fb8cb260293b6a72408cad2d74c40eeddac39cb",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-11-26T05:27:44Z",
    "title_canon_sha256": "dcec1d00189ca510df628ce84bbe1eb36b15c350fd6dd3825170652d00985e85"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.14487",
    "kind": "arxiv",
    "version": 1
  }
}