Pith Number

pith:PWRMQ7WY

pith:2024:PWRMQ7WYHR2A7YR4TAIU4BBRC6

not attested not anchored not stored refs pending

PePR: Performance Per Resource Unit as a Metric to Promote Small-Scale Deep Learning in Medical Image Analysis

Bob Pepin, Christian Igel, Erik B Dam, Gabrielle Samuel, Raghavendra Selvan

arxiv:2403.12562 v2 · 2024-03-19 · cs.LG · cs.AI · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PWRMQ7WYHR2A7YR4TAIU4BBRC6}

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

Equitable Federated Learning with NCA

Receipt and verification

First computed	2026-07-05T09:44:49.956472Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7da2c87ed83c740fe23c98114e043117bf137148b742e5203df73296d353dd23

Aliases

arxiv: 2403.12562 · arxiv_version: 2403.12562v2 · doi: 10.48550/arxiv.2403.12562 · pith_short_12: PWRMQ7WYHR2A · pith_short_16: PWRMQ7WYHR2A7YR4 · pith_short_8: PWRMQ7WY

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/PWRMQ7WYHR2A7YR4TAIU4BBRC6 \
  | 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: 7da2c87ed83c740fe23c98114e043117bf137148b742e5203df73296d353dd23

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "89d6d21a27d0a846ad6dd1bf80e8c37fc58a54feeb711c782eb29393a39b0a21",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-19T09:17:18Z",
    "title_canon_sha256": "7f53dd52a199a5ec72cb14436c3ffaf624f539ae474a86309a8d5269cdd8aefd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.12562",
    "kind": "arxiv",
    "version": 2
  }
}