Pith Number

pith:KNEIZ3VT

pith:2021:KNEIZ3VTARDINLKYZNZC76X7M2

not attested not anchored not stored refs pending

TransFG: A Transformer Architecture for Fine-grained Recognition

Adam Kortylewski, Changhu Wang, Cheng Yang, Jie-Neng Chen, Ju He, Shuai Liu, Yutong Bai

arxiv:2103.07976 v5 · 2021-03-14 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KNEIZ3VTARDINLKYZNZC76X7M2}

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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

Navigating limitations with precision: A fine-grained ensemble approach to wrist pathology recognition on a limited x-ray dataset

Receipt and verification

First computed	2026-07-05T03:36:53.474667Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

53488ceeb3044686ad58cb722ffaff66b4abd6c8571569b98e851c6aa4275203

Aliases

arxiv: 2103.07976 · arxiv_version: 2103.07976v5 · doi: 10.48550/arxiv.2103.07976 · pith_short_12: KNEIZ3VTARDI · pith_short_16: KNEIZ3VTARDINLKY · pith_short_8: KNEIZ3VT

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/KNEIZ3VTARDINLKYZNZC76X7M2 \
  | 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: 53488ceeb3044686ad58cb722ffaff66b4abd6c8571569b98e851c6aa4275203

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "88af249750753fcfac063ab890aa7c989e44915ccd62d4f9f3ea84765fdd883a",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2021-03-14T17:03:53Z",
    "title_canon_sha256": "e034f9e4ee1e5128792a9a9d3de6e0423353fc61618138ac3884759a835cb203"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2103.07976",
    "kind": "arxiv",
    "version": 5
  }
}