Pith Number

pith:G24B3CT2

pith:2024:G24B3CT2L4WPL476IT6BQDHM7N

not attested not anchored not stored refs pending

A Study on Context Length and Efficient Transformers for Biomedical Image Analysis

Hui Xue, Sarah M. Hooper

arxiv:2501.00619 v1 · 2024-12-31 · 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{G24B3CT2L4WPL476IT6BQDHM7N}

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	2026-07-05T09:56:08.306619Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

36b81d8a7a5f2cf5f3fe44fc180cecfb7aca4a00fdccb33b2506bb36f122eb6f

Aliases

arxiv: 2501.00619 · arxiv_version: 2501.00619v1 · doi: 10.48550/arxiv.2501.00619 · pith_short_12: G24B3CT2L4WP · pith_short_16: G24B3CT2L4WPL476 · pith_short_8: G24B3CT2

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/G24B3CT2L4WPL476IT6BQDHM7N \
  | 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: 36b81d8a7a5f2cf5f3fe44fc180cecfb7aca4a00fdccb33b2506bb36f122eb6f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ea040702af8c9edbd0303b4af2fb84ea29851738ddb36d09a3b2616fcc294ffb",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-31T19:38:38Z",
    "title_canon_sha256": "45bf5e4fda4f67dc98d719d7a2ce8ea4fd013eaad553e66463fdc9b38b0cb984"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.00619",
    "kind": "arxiv",
    "version": 1
  }
}