Pith Number

pith:LGVFLYIF

pith:2022:LGVFLYIFF4E7SRGEYVNVW4WTF3

not attested not anchored not stored refs pending

Understanding The Robustness in Vision Transformers

Anima Anandkumar, Chaowei Xiao, Daquan Zhou, Enze Xie, Jiashi Feng, Jose M. Alvarez, Zhiding Yu

arxiv:2204.12451 v4 · 2022-04-26 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LGVFLYIFF4E7SRGEYVNVW4WTF3}

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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

NAE: Normalizing AutoEncoder

Receipt and verification

First computed	2026-07-05T05:14:13.603476Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

59aa55e1052f09f944c4c55b5b72d32ef77d521d5287d04a764b2817b8a9008d

Aliases

arxiv: 2204.12451 · arxiv_version: 2204.12451v4 · doi: 10.48550/arxiv.2204.12451 · pith_short_12: LGVFLYIFF4E7 · pith_short_16: LGVFLYIFF4E7SRGE · pith_short_8: LGVFLYIF

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/LGVFLYIFF4E7SRGEYVNVW4WTF3 \
  | 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: 59aa55e1052f09f944c4c55b5b72d32ef77d521d5287d04a764b2817b8a9008d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "365846e5c2055016e4543ca0c3b1f3eb6ccc625a2f26d0f8a170c60aacf92c17",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-04-26T17:16:32Z",
    "title_canon_sha256": "ecca245c54e947c9f179cd7b20441c8cbeeed45fcfd7409ef229644d45026dee"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2204.12451",
    "kind": "arxiv",
    "version": 4
  }
}