Pith Number

pith:JQ5LZBHT

pith:2023:JQ5LZBHTXERJ2YPS2RYUQAQHGF

not attested not anchored not stored refs pending

Training Ensembles with Inliers and Outliers for Semi-supervised Active Learning

Giorgos Tolias, Vladan Stojni\'c, Zakaria Laskar

arxiv:2307.03741 v1 · 2023-07-07 · 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{JQ5LZBHTXERJ2YPS2RYUQAQHGF}

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	2026-07-05T06:28:46.876311Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4c3abc84f3b9229d61f2d471480207314bf18967b97fef761854d84290e0dd23

Aliases

arxiv: 2307.03741 · arxiv_version: 2307.03741v1 · doi: 10.48550/arxiv.2307.03741 · pith_short_12: JQ5LZBHTXERJ · pith_short_16: JQ5LZBHTXERJ2YPS · pith_short_8: JQ5LZBHT

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/JQ5LZBHTXERJ2YPS2RYUQAQHGF \
  | 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: 4c3abc84f3b9229d61f2d471480207314bf18967b97fef761854d84290e0dd23

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0a9937ac768c95b9e29b96c9b4a29203784c557368b47ea798078fe4c6a94420",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-07-07T17:50:07Z",
    "title_canon_sha256": "f950cfd862a2507ff47ef7dae3143ac91a602a46f4d55a68bf3a3053cce1f8f6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.03741",
    "kind": "arxiv",
    "version": 1
  }
}