Pith Number

pith:X3IHTY2Q

pith:2020:X3IHTY2QN4E2BDOILMJFFM2ZVZ

not attested not anchored not stored refs pending

Learning to Segment from Scribbles using Multi-scale Adversarial Attention Gates

Andrea Leo, Gabriele Valvano, Sotirios A. Tsaftaris

arxiv:2007.01152 v3 · 2020-07-02 · 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{X3IHTY2QN4E2BDOILMJFFM2ZVZ}

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

SP${ }^3$ : Superpixel-propagated pseudo-label learning for weakly semi-supervised medical image segmentation

Receipt and verification

First computed	2026-07-05T02:28:32.072472Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bed079e3506f09a08dc85b1252b359ae5a5b47eece35d13445b79b601a4931f1

Aliases

arxiv: 2007.01152 · arxiv_version: 2007.01152v3 · doi: 10.48550/arxiv.2007.01152 · pith_short_12: X3IHTY2QN4E2 · pith_short_16: X3IHTY2QN4E2BDOI · pith_short_8: X3IHTY2Q

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/X3IHTY2QN4E2BDOILMJFFM2ZVZ \
  | 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: bed079e3506f09a08dc85b1252b359ae5a5b47eece35d13445b79b601a4931f1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "99441f2553a8aa6ea574caddb78e8a7c90e0f655e7764fba4ee563dfc95ec8b9",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2020-07-02T14:39:08Z",
    "title_canon_sha256": "3e8d0217d3090e37050d61ee875983893c144ca0b46704b603f64d6cfd18f3b4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2007.01152",
    "kind": "arxiv",
    "version": 3
  }
}