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Pith Number

pith:P6IJOHZV

pith:2021:P6IJOHZVP54PQWTSAFGBKG5FEU
not attested not anchored not stored refs pending

Investigating Transfer Learning Capabilities of Vision Transformers and CNNs by Fine-Tuning a Single Trainable Block

Durvesh Malpure, Onkar Litake, Rajesh Ingle

arxiv:2110.05270 v1 · 2021-10-11 · cs.CV · cs.AI

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\usepackage{pith}
\pithnumber{P6IJOHZVP54PQWTSAFGBKG5FEU}

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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.
Receipt and verification
First computed 2026-07-05T03:21:27.163615Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

7f90971f357f78f85a72014c151ba525099358284a5d46f49bae54681719f8ad

Aliases

arxiv: 2110.05270 · arxiv_version: 2110.05270v1 · doi: 10.48550/arxiv.2110.05270 · pith_short_12: P6IJOHZVP54P · pith_short_16: P6IJOHZVP54PQWTS · pith_short_8: P6IJOHZV
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/P6IJOHZVP54PQWTSAFGBKG5FEU \
  | 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: 7f90971f357f78f85a72014c151ba525099358284a5d46f49bae54681719f8ad
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "f6e20ea6261e6de88bfbcc1fe298e6e5d9cda3920d74defc2898b0950466411f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2021-10-11T13:43:03Z",
    "title_canon_sha256": "7f557c72573bbe6c406327631eb66bf3f3ba78272cfc6eca8e73e7e104eae7a7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.05270",
    "kind": "arxiv",
    "version": 1
  }
}