Pith Number

pith:54OM2PC4

pith:2017:54OM2PC4CWFTHP2LQPKK3RG6NP

not attested not anchored not stored refs pending

MARGIN: Uncovering Deep Neural Networks using Graph Signal Analysis

Jayaraman J. Thiagarajan, Peer-Timo Bremer, Rahul Sridhar, Rushil Anirudh

arxiv:1711.05407 v4 · 2017-11-15 · 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{54OM2PC4CWFTHP2LQPKK3RG6NP}

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	2026-07-05T02:07:12.325066Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ef1ccd3c5c158b33bf4b83d4adc4de6bda68f023e8633534bb37af7a41fcb52d

Aliases

arxiv: 1711.05407 · arxiv_version: 1711.05407v4 · doi: 10.48550/arxiv.1711.05407 · pith_short_12: 54OM2PC4CWFT · pith_short_16: 54OM2PC4CWFTHP2L · pith_short_8: 54OM2PC4

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/54OM2PC4CWFTHP2LQPKK3RG6NP \
  | 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: ef1ccd3c5c158b33bf4b83d4adc4de6bda68f023e8633534bb37af7a41fcb52d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "462dac1b7b0ab70e586d9f65ec11628c61b040b239c6fae2b96342b2a5a45a6b",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2017-11-15T04:52:38Z",
    "title_canon_sha256": "a5b62e359adcce8717f4a7d7a32166e66e7e0c26635f76b40103ff7ce30d578c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1711.05407",
    "kind": "arxiv",
    "version": 4
  }
}