Pith Number

pith:FM2WVCIM

pith:2025:FM2WVCIMRTIHCJJZUNEKR6TUCD

not attested not anchored not stored refs pending

Textual Inversion for Efficient Adaptation of Open-Vocabulary Object Detectors Without Forgetting

Frank Ruis, Gertjan Burghouts, Hugo Kuijf

arxiv:2508.05323 v1 · 2025-08-07 · 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{FM2WVCIMRTIHCJJZUNEKR6TUCD}

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	2026-07-05T11:50:10.772771Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2b356a890c8cd0712539a348a8fa7410e4a914e1ab25750c3b52c7081df03c2d

Aliases

arxiv: 2508.05323 · arxiv_version: 2508.05323v1 · doi: 10.48550/arxiv.2508.05323 · pith_short_12: FM2WVCIMRTIH · pith_short_16: FM2WVCIMRTIHCJJZ · pith_short_8: FM2WVCIM

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/FM2WVCIMRTIHCJJZUNEKR6TUCD \
  | 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: 2b356a890c8cd0712539a348a8fa7410e4a914e1ab25750c3b52c7081df03c2d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d15dcce9727b94646cca9d9e89f2943e7d8b2be34411aff9c6ac6503c1acd3a8",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-08-07T12:28:08Z",
    "title_canon_sha256": "24c61fc22f7d6fc5c7b347f2facd1e439159d1e954d3ebf404735e58ba53ea52"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.05323",
    "kind": "arxiv",
    "version": 1
  }
}