Pith Number

pith:V4A7RDB2

pith:2023:V4A7RDB2V7N2TP27Z4D3TDJHC4

not attested not anchored not stored refs pending

Mechanism of feature learning in convolutional neural networks

Adityanarayanan Radhakrishnan, Daniel Beaglehole, Mikhail Belkin, Parthe Pandit

arxiv:2309.00570 v1 · 2023-09-01 · stat.ML · 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{V4A7RDB2V7N2TP27Z4D3TDJHC4}

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

AGOP as Explanation: From Feature Learning to Per-Sample Attribution in Image Classifiers

Receipt and verification

First computed	2026-07-05T06:46:58.930368Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

af01f88c3aafdba9bf5fcf07b98d27170aabaa13af588af226a0cb0ee9095b15

Aliases

arxiv: 2309.00570 · arxiv_version: 2309.00570v1 · doi: 10.48550/arxiv.2309.00570 · pith_short_12: V4A7RDB2V7N2 · pith_short_16: V4A7RDB2V7N2TP27 · pith_short_8: V4A7RDB2

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/V4A7RDB2V7N2TP27Z4D3TDJHC4 \
  | 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: af01f88c3aafdba9bf5fcf07b98d27170aabaa13af588af226a0cb0ee9095b15

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8e6da6f1211358b3f83cf0b55417bfbc1f698931b69de82c485b13b08a6e760f",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2023-09-01T16:30:02Z",
    "title_canon_sha256": "4f4f545f7405b4bfb50a213ed4b7c05a349e3d1d0155cdb2e20f2ce0bf7d69c7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.00570",
    "kind": "arxiv",
    "version": 1
  }
}