Pith Number

pith:NESS7UT6

pith:2022:NESS7UT64LYJAVPKJPHJPWIW7T

not attested not anchored not stored refs pending

Prior Knowledge-Guided Attention in Self-Supervised Vision Transformers

Akash Gokul, Colorado Reed, Joseph Gonzalez, Kevin Miao, Kurt Keutzer, Raghav Singh, Suzanne Petryk, Trevor Darrell

arxiv:2209.03745 v1 · 2022-09-07 · cs.CV

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\usepackage{pith}
\pithnumber{NESS7UT64LYJAVPKJPHJPWIW7T}

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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

Spectral Vision Transformer for Efficient Tokenization with Limited Data

Receipt and verification

First computed	2026-07-05T04:55:45.380996Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

69252fd27ee2f09055ea4bce97d916fcf756528b5f30760e9a3e6d2cb35b782c

Aliases

arxiv: 2209.03745 · arxiv_version: 2209.03745v1 · doi: 10.48550/arxiv.2209.03745 · pith_short_12: NESS7UT64LYJ · pith_short_16: NESS7UT64LYJAVPK · pith_short_8: NESS7UT6

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/NESS7UT64LYJAVPKJPHJPWIW7T \
  | 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: 69252fd27ee2f09055ea4bce97d916fcf756528b5f30760e9a3e6d2cb35b782c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a0851401c3f6df21e3f58b50a34d56f0c2a8eb41a4a2f3009419f39f7ab3cc89",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-09-07T02:30:36Z",
    "title_canon_sha256": "26b4a924620a33c439d2a0a08fd85d306a6e5cf96e12486cbaa7f1a1f5505c25"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2209.03745",
    "kind": "arxiv",
    "version": 1
  }
}