Pith Number

pith:NLGNPQVV

pith:2023:NLGNPQVVIN6ISFLWLOJZBO7AUY

not attested not anchored not stored refs pending

STFAR: Improving Object Detection Robustness at Test-Time by Self-Training with Feature Alignment Regularization

Kui Jia, Xun Xu, Yijin Chen, Yongyi Su

arxiv:2303.17937 v1 · 2023-03-31 · 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{NLGNPQVVIN6ISFLWLOJZBO7AUY}

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

1 paper in Pith

Reward-Guided Semantic Evolution for Test-time Adaptive Object Detection

Receipt and verification

First computed	2026-07-05T05:56:47.950888Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6accd7c2b5437c8915765b9390bbe0a60e3610269e4c1f4c3d316811aef6f2b5

Aliases

arxiv: 2303.17937 · arxiv_version: 2303.17937v1 · doi: 10.48550/arxiv.2303.17937 · pith_short_12: NLGNPQVVIN6I · pith_short_16: NLGNPQVVIN6ISFLW · pith_short_8: NLGNPQVV

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/NLGNPQVVIN6ISFLWLOJZBO7AUY \
  | 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: 6accd7c2b5437c8915765b9390bbe0a60e3610269e4c1f4c3d316811aef6f2b5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f917bdaa6c6b4acea941bf3dd57654d3c805ff71e70b191ba6a1d90f47e84279",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-03-31T10:04:44Z",
    "title_canon_sha256": "afcda83a35027a695680413c5607518107ca9a996c6253c9cec03f7cf02c15ab"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.17937",
    "kind": "arxiv",
    "version": 1
  }
}