Pith Number

pith:OQ2EC7FA

pith:2024:OQ2EC7FA2EHTO235HQVUQQECV3

not attested not anchored not stored refs pending

A Review of Transformer-Based Models for Computer Vision Tasks: Capturing Global Context and Spatial Relationships

Gracile Astlin Pereira, Muhammad Hussain

arxiv:2408.15178 v1 · 2024-08-27 · cs.CV

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

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\usepackage{pith}
\pithnumber{OQ2EC7FA2EHTO235HQVUQQECV3}

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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

Exploring Kolmogorov-Arnold Network Expansions in Vision Transformers for Mitigating Catastrophic Forgetting in Continual Learning

Receipt and verification

First computed	2026-07-05T08:59:55.487063Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7434417ca0d10f376b7d3c2b484082aef133fed344442a6bbb37568fa914fb59

Aliases

arxiv: 2408.15178 · arxiv_version: 2408.15178v1 · doi: 10.48550/arxiv.2408.15178 · pith_short_12: OQ2EC7FA2EHT · pith_short_16: OQ2EC7FA2EHTO235 · pith_short_8: OQ2EC7FA

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/OQ2EC7FA2EHTO235HQVUQQECV3 \
  | 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: 7434417ca0d10f376b7d3c2b484082aef133fed344442a6bbb37568fa914fb59

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1400a9ed49c12d9b615ff16acc3eb4c87b7b1a066de47d6d91d29adb8ce7a76b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-08-27T16:22:18Z",
    "title_canon_sha256": "cdc677480882c1e53c095b5f810209d35f629348fb157e4e9ed0f92605725376"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.15178",
    "kind": "arxiv",
    "version": 1
  }
}