Pith Number

pith:VGWULUTS

pith:2024:VGWULUTSKJA2AYKCFYZXXIJJDX

not attested not anchored not stored refs pending

UADet: A Remarkably Simple Yet Effective Uncertainty-Aware Open-Set Object Detection Framework

Kai Han, Silin Cheng, Yuanpei Liu

arxiv:2412.09229 v1 · 2024-12-12 · 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{VGWULUTSKJA2AYKCFYZXXIJJDX}

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

Beyond Known Objects: A Novel Framework for Open-Set Object Detection using Negative-Aware Norm

Receipt and verification

First computed	2026-07-05T09:48:21.375326Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a9ad45d2725241a061422e337ba1291dd9ad2d08fdff3456bf0ff98b36592814

Aliases

arxiv: 2412.09229 · arxiv_version: 2412.09229v1 · doi: 10.48550/arxiv.2412.09229 · pith_short_12: VGWULUTSKJA2 · pith_short_16: VGWULUTSKJA2AYKC · pith_short_8: VGWULUTS

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/VGWULUTSKJA2AYKCFYZXXIJJDX \
  | 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: a9ad45d2725241a061422e337ba1291dd9ad2d08fdff3456bf0ff98b36592814

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bf85218b6628d5ca50b7710586283c871c5b968cc25af6d9b451099a1e22101d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-12T12:38:33Z",
    "title_canon_sha256": "d57d65f6098e2891d09e661d0403082e35f91318e04d57b955e0b17200e4730d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.09229",
    "kind": "arxiv",
    "version": 1
  }
}