Pith Number

pith:OMLDDTTW

pith:2024:OMLDDTTWUGZS2OPXHIDTAPM4WB

not attested not anchored not stored refs pending

On the Surprising Effectiveness of Attention Transfer for Vision Transformers

Alexander C. Li, Beidi Chen, Deepak Pathak, Xinlei Chen, Yuandong Tian

arxiv:2411.09702 v1 · 2024-11-14 · cs.LG · cs.AI · cs.CV · 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{OMLDDTTWUGZS2OPXHIDTAPM4WB}

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	2026-07-05T09:35:30.989967Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

731631ce76a1b32d39f73a07303d9cb05e948738c4b663330b51478048aff590

Aliases

arxiv: 2411.09702 · arxiv_version: 2411.09702v1 · doi: 10.48550/arxiv.2411.09702 · pith_short_12: OMLDDTTWUGZS · pith_short_16: OMLDDTTWUGZS2OPX · pith_short_8: OMLDDTTW

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/OMLDDTTWUGZS2OPXHIDTAPM4WB \
  | 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: 731631ce76a1b32d39f73a07303d9cb05e948738c4b663330b51478048aff590

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d1ca1a5769530f3d86c30b4584aa344a59f48a447263a4525d4d8e03275f4128",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-14T18:59:40Z",
    "title_canon_sha256": "3f7c033518846350a6e68e88a4686b69f7ef278839d936f04d0632b7eebb0725"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.09702",
    "kind": "arxiv",
    "version": 1
  }
}