Pith Number

pith:RVGW4OCC

pith:2024:RVGW4OCCHA7QWEMABGRDC5QAFW

not attested not anchored not stored refs pending

Configuring Data Augmentations to Reduce Variance Shift in Positional Embedding of Vision Transformers

Bum Jun Kim, Sang Woo Kim

arxiv:2405.14115 v1 · 2024-05-23 · 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{RVGW4OCCHA7QWEMABGRDC5QAFW}

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	2026-07-05T08:22:10.478111Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8d4d6e3842383f0b118009a23176002d957bdbcb0f6108a51560aa12cffeec53

Aliases

arxiv: 2405.14115 · arxiv_version: 2405.14115v1 · doi: 10.48550/arxiv.2405.14115 · pith_short_12: RVGW4OCCHA7Q · pith_short_16: RVGW4OCCHA7QWEMA · pith_short_8: RVGW4OCC

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/RVGW4OCCHA7QWEMABGRDC5QAFW \
  | 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: 8d4d6e3842383f0b118009a23176002d957bdbcb0f6108a51560aa12cffeec53

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e85d7d2f849b9b18b5a734042e6079fb03ed76659735859081f3ecbf708cf647",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-05-23T02:42:32Z",
    "title_canon_sha256": "5990cf1dad8ab015370ec274d11433f16d707f7ad066c66b7c75feb05a25b534"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.14115",
    "kind": "arxiv",
    "version": 1
  }
}