Pith Number

pith:OXDPEHWN

pith:2023:OXDPEHWN5UXM7B2HCKQBHCOX4F

not attested not anchored not stored refs pending

Are Vision Transformers More Data Hungry Than Newborn Visual Systems?

Justin N. Wood, Lalit Pandey, Samantha M. W. Wood

arxiv:2312.02843 v1 · 2023-12-05 · cs.CV · cs.AI · cs.LG · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OXDPEHWN5UXM7B2HCKQBHCOX4F}

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	2026-07-05T07:20:43.664788Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

75c6f21ecded2ecf874712a01389d7e15b7a3161a6d1651f57f7c6526edc07ae

Aliases

arxiv: 2312.02843 · arxiv_version: 2312.02843v1 · doi: 10.48550/arxiv.2312.02843 · pith_short_12: OXDPEHWN5UXM · pith_short_16: OXDPEHWN5UXM7B2H · pith_short_8: OXDPEHWN

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/OXDPEHWN5UXM7B2HCKQBHCOX4F \
  | 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: 75c6f21ecded2ecf874712a01389d7e15b7a3161a6d1651f57f7c6526edc07ae

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9e138cad169b590bc9784d6dd3dfff84701b68187f012b1b1053e3075bfe9d56",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.NE"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-12-05T15:53:24Z",
    "title_canon_sha256": "e921f7680d54a922b777843609afc914de5890d540a0fe3513b1d2c1fe1ed4b7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.02843",
    "kind": "arxiv",
    "version": 1
  }
}