Pith Number

pith:BV7B55HM

pith:2020:BV7B55HM5L6XIV6V76UPPMZ6VB

not attested not anchored not stored refs pending

One-vs-Rest Network-based Deep Probability Model for Open Set Recognition

Chang Ouk Kim, Jaeyeon Jang

arxiv:2004.08067 v2 · 2020-04-17 · cs.CV · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BV7B55HM5L6XIV6V76UPPMZ6VB}

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

Efficient Waste Sorting for Circular Economy: A Confidence-guided comparison between One-Vs-All and One-Vs-Rest Classification Strategies with Human-in-the-Loop for Automated Waste Sorting

Receipt and verification

First computed	2026-07-05T01:06:21.165176Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0d7e1ef4eceafd7457d5ffa8f7b33ea87b2c80ef07a0fa10a0d02b44b233bcda

Aliases

arxiv: 2004.08067 · arxiv_version: 2004.08067v2 · doi: 10.48550/arxiv.2004.08067 · pith_short_12: BV7B55HM5L6X · pith_short_16: BV7B55HM5L6XIV6V · pith_short_8: BV7B55HM

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/BV7B55HM5L6XIV6V76UPPMZ6VB \
  | 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: 0d7e1ef4eceafd7457d5ffa8f7b33ea87b2c80ef07a0fa10a0d02b44b233bcda

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e93fe13ff9373f6d45bf70a3f2dda60dcfa2f8d85c4efe80bdf7f56674a6acfa",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2020-04-17T05:24:34Z",
    "title_canon_sha256": "ffe42e46c08e7891e044df3c4f6401f05926d9029b1b6e9a8effe2fa92dfc594"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2004.08067",
    "kind": "arxiv",
    "version": 2
  }
}