Pith Number

pith:VVAHNNQL

pith:2023:VVAHNNQLRQON7WYOIU2LDZDAKY

not attested not anchored not stored refs pending

Training-Free Acceleration of ViTs with Delayed Spatial Merging

Arash Fayyazi, Jung Hwan Heo, Massoud Pedram, Seyedarmin Azizi

arxiv:2303.02331 v2 · 2023-03-04 · 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{VVAHNNQLRQON7WYOIU2LDZDAKY}

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

Learning to Merge Tokens via Decoupled Embedding for Efficient Vision Transformers

Receipt and verification

First computed	2026-07-05T08:38:32.565735Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ad4076b60b8c1cdfdb0e4534b1e460562ca5c312a940b5d4011fc0c387b221a0

Aliases

arxiv: 2303.02331 · arxiv_version: 2303.02331v2 · doi: 10.48550/arxiv.2303.02331 · pith_short_12: VVAHNNQLRQON · pith_short_16: VVAHNNQLRQON7WYO · pith_short_8: VVAHNNQL

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/VVAHNNQLRQON7WYOIU2LDZDAKY \
  | 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: ad4076b60b8c1cdfdb0e4534b1e460562ca5c312a940b5d4011fc0c387b221a0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "82fc2c61423eb6e315c4e132dc8243911e38450e19b8ce2b300effbf276b308b",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-03-04T05:34:25Z",
    "title_canon_sha256": "f359bad7a566a593f045dbc7387caeded4a0743e2c5e97df13b062d85572ecf4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.02331",
    "kind": "arxiv",
    "version": 2
  }
}