Pith Number

pith:V5FSMLPW

pith:2023:V5FSMLPWQXUK4LIIFU2KCKZL3B

not attested not anchored not stored refs pending

What, How, and When Should Object Detectors Update in Continually Changing Test Domains?

Donghyun Kim, Dongkwan Lee, Inseop Chung, Jayeon Yoo, Nojun Kwak

arxiv:2312.08875 v1 · 2023-12-12 · 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{V5FSMLPWQXUK4LIIFU2KCKZL3B}

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	2026-07-05T07:24:10.861401Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

af4b262df685e8ae2d082d34a12b2bd86a9b465b7f845a21b83a763cc546b7d4

Aliases

arxiv: 2312.08875 · arxiv_version: 2312.08875v1 · doi: 10.48550/arxiv.2312.08875 · pith_short_12: V5FSMLPWQXUK · pith_short_16: V5FSMLPWQXUK4LII · pith_short_8: V5FSMLPW

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/V5FSMLPWQXUK4LIIFU2KCKZL3B \
  | 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: af4b262df685e8ae2d082d34a12b2bd86a9b465b7f845a21b83a763cc546b7d4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ef052b343801080b4b16ffdbf9eb3293ff0d2575af5cbdb5cd74e175349a13a4",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-12-12T07:13:08Z",
    "title_canon_sha256": "e51580b265aa3776fa9a5639d45487ce2b9bff93946ddf98dbcecc67230948eb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.08875",
    "kind": "arxiv",
    "version": 1
  }
}