Pith Number

pith:7JUJTM3B

pith:2023:7JUJTM3BDSI5AFRVCNCG7JSQKG

not attested not anchored not stored refs pending

Active learning for medical image segmentation with stochastic batches

Christian Desrosiers, Herv\'e Lombaert, M\'elanie Gaillochet

arxiv:2301.07670 v2 · 2023-01-18 · 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{7JUJTM3BDSI5AFRVCNCG7JSQKG}

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

Integrating Deep Metric Learning with Coreset for Active Learning in 3D Segmentation

Receipt and verification

First computed	2026-07-05T06:49:01.752081Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fa6899b3611c91d0163513446fa65051b738799b63c9b1b1e80e6f8c2a07c2bf

Aliases

arxiv: 2301.07670 · arxiv_version: 2301.07670v2 · doi: 10.48550/arxiv.2301.07670 · pith_short_12: 7JUJTM3BDSI5 · pith_short_16: 7JUJTM3BDSI5AFRV · pith_short_8: 7JUJTM3B

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/7JUJTM3BDSI5AFRVCNCG7JSQKG \
  | 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: fa6899b3611c91d0163513446fa65051b738799b63c9b1b1e80e6f8c2a07c2bf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "31fb7d216c3a95aa2bd37596c007e1b5c9836c47e1b48c722099735d63a0fa4e",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-01-18T17:25:55Z",
    "title_canon_sha256": "8010d9a70fd1673a34a73c1bcc84810ef6958e59fe4a456a56e5ee21f78dcc1f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.07670",
    "kind": "arxiv",
    "version": 2
  }
}