Pith Number

pith:PFWT34WQ

pith:2022:PFWT34WQ4KR7RSCPUMI5TAZDMS

not attested not anchored not stored refs pending

DETRs with Collaborative Hybrid Assignments Training

Guanglu Song, Yu Liu, Zhuofan Zong

arxiv:2211.12860 v6 · 2022-11-22 · 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{PFWT34WQ4KR7RSCPUMI5TAZDMS}

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.

Cited by

5 papers in Pith

FDDet: Achieving Data-Efficient Food Defect Detection Under Real-World Scenarios

VFM$^{4}$SDG: Unveiling the Power of VFMs for Single-Domain Generalized Object Detection

Hausdorff Distance Matching with Adaptive Query Denoising for Rotated Detection Transformer

XAMI -- A Benchmark Dataset for Artefact Detection in XMM-Newton Optical Images

VFM$^{4}$SDG: Unveiling the Power of VFMs for Single-Domain Generalized Object Detection

Receipt and verification

First computed	2026-07-05T06:41:46.307034Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

796d3df2d0e2a3f8c84fa311d9832364b53af3485515a1017864458d2abbb19f

Aliases

arxiv: 2211.12860 · arxiv_version: 2211.12860v6 · doi: 10.48550/arxiv.2211.12860 · pith_short_12: PFWT34WQ4KR7 · pith_short_16: PFWT34WQ4KR7RSCP · pith_short_8: PFWT34WQ

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/PFWT34WQ4KR7RSCPUMI5TAZDMS \
  | 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: 796d3df2d0e2a3f8c84fa311d9832364b53af3485515a1017864458d2abbb19f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "76696316036a98881993c8d4acd20b3068d30c4052646c52486d9aaf14e2c227",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-11-22T16:19:52Z",
    "title_canon_sha256": "c3e72206edf6e7509ce3411aee37daa382dc0a8f95ae289846742fca5c9bcc84"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.12860",
    "kind": "arxiv",
    "version": 6
  }
}