Pith Number

pith:M4UGABSM

pith:2023:M4UGABSM3OYBVIJ5VTRCGUPUJ3

not attested not anchored not stored refs pending

A Comprehensive Study of Vision Transformers in Image Classification Tasks

Ahmad Khalil, Alioune Ngom, Mahmoud Khalil

arxiv:2312.01232 v2 · 2023-12-02 · cs.CV · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{M4UGABSM3OYBVIJ5VTRCGUPUJ3}

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

Unsupervised learning for the systematic identification of nondispersive wave packets in driven helium

Receipt and verification

First computed	2026-07-05T07:20:42.592234Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

672860064cdbb01aa13dace22351f44ef4a5df99df453d1ee3efdb73a043974b

Aliases

arxiv: 2312.01232 · arxiv_version: 2312.01232v2 · doi: 10.48550/arxiv.2312.01232 · pith_short_12: M4UGABSM3OYB · pith_short_16: M4UGABSM3OYBVIJ5 · pith_short_8: M4UGABSM

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/M4UGABSM3OYBVIJ5VTRCGUPUJ3 \
  | 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: 672860064cdbb01aa13dace22351f44ef4a5df99df453d1ee3efdb73a043974b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "431bb7562d48981c5b2629bc06bacdd91a9cc66733ae4f1184b1ec7043673896",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-12-02T21:38:16Z",
    "title_canon_sha256": "51543de2316cee71576112dcdb18e674c5c17c1405870adc2b3b745cc2ce7d6c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.01232",
    "kind": "arxiv",
    "version": 2
  }
}