Pith Number

pith:JPGJIME3

pith:2024:JPGJIME3TL23NUEHVH5CWI77DO

not attested not anchored not stored refs pending

SGIA: Enhancing Fine-Grained Visual Classification with Sequence Generative Image Augmentation

Dadong Wang, Min Xu, Qiyu Liao, Xin Yuan

arxiv:2412.06138 v1 · 2024-12-09 · 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{JPGJIME3TL23NUEHVH5CWI77DO}

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	2026-07-05T09:46:16.000614Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4bcc94309b9af5b6d087a9fa2b23ff1b9ec0742e99de5a3b3d5633d55d062046

Aliases

arxiv: 2412.06138 · arxiv_version: 2412.06138v1 · doi: 10.48550/arxiv.2412.06138 · pith_short_12: JPGJIME3TL23 · pith_short_16: JPGJIME3TL23NUEH · pith_short_8: JPGJIME3

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/JPGJIME3TL23NUEHVH5CWI77DO \
  | 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: 4bcc94309b9af5b6d087a9fa2b23ff1b9ec0742e99de5a3b3d5633d55d062046

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c9d9cf222f7e6f565c0c09ec8457125e9b2b9b47d889d7d31961dec955dab107",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-09T01:39:46Z",
    "title_canon_sha256": "2b201f02b784ecb689e25883dc62c4d1ead4ac6cceb55b20d6d017b3da6a64a6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.06138",
    "kind": "arxiv",
    "version": 1
  }
}