Pith Number

pith:YGEEZDLJ

pith:2023:YGEEZDLJTA5FADO6D3BIWXW7Y6

not attested not anchored not stored refs pending

Incremental Few-Shot Object Detection via Simple Fine-Tuning Approach

Jong-Hwan Kim, Tae-Min Choi

arxiv:2302.09779 v1 · 2023-02-20 · cs.CV · cs.AI · cs.RO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YGEEZDLJTA5FADO6D3BIWXW7Y6}

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	2026-07-05T06:41:47.232979Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c1884c8d69983a500dde1ec28b5edfc79e8e8b1f94bf4e8a93e784761b251756

Aliases

arxiv: 2302.09779 · arxiv_version: 2302.09779v1 · doi: 10.48550/arxiv.2302.09779 · pith_short_12: YGEEZDLJTA5F · pith_short_16: YGEEZDLJTA5FADO6 · pith_short_8: YGEEZDLJ

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/YGEEZDLJTA5FADO6D3BIWXW7Y6 \
  | 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: c1884c8d69983a500dde1ec28b5edfc79e8e8b1f94bf4e8a93e784761b251756

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8fbc34dc6a3ece11dee33af6ebe81fc3891bb7398a8d3f437f467e249e766ab7",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.RO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-02-20T05:48:46Z",
    "title_canon_sha256": "09d68532c0735fe3a94cef76a57a1fde4884370cda13aad35099b73fe49a51cd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.09779",
    "kind": "arxiv",
    "version": 1
  }
}