Pith Number

pith:X3K7P2QE

pith:2022:X3K7P2QEXNEVPBCPIWB46Y6I6I

not attested not anchored not stored refs pending

DIAL: Deep Interactive and Active Learning for Semantic Segmentation in Remote Sensing

Adrien Chan-Hon-Tong, Bertrand Le Saux, Gaston Lenczner, Guy Le Besnerais, Nicola Luminari

arxiv:2201.01047 v1 · 2022-01-04 · cs.CV · eess.IV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{X3K7P2QEXNEVPBCPIWB46Y6I6I}

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

Active Learning with Context Sampling and One-vs-Rest Entropy for Semantic Segmentation

Receipt and verification

First computed	2026-07-05T03:45:15.739110Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bed5f7ea04bb4957844f4583cf63c8f231dd3c406dbbda8fd45391cfa72ca440

Aliases

arxiv: 2201.01047 · arxiv_version: 2201.01047v1 · doi: 10.48550/arxiv.2201.01047 · pith_short_12: X3K7P2QEXNEV · pith_short_16: X3K7P2QEXNEVPBCP · pith_short_8: X3K7P2QE

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/X3K7P2QEXNEVPBCPIWB46Y6I6I \
  | 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: bed5f7ea04bb4957844f4583cf63c8f231dd3c406dbbda8fd45391cfa72ca440

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cd3d5e090923c5684c4fdd224824273bbfad4304b12d6ce3c3c7d1d39e9c283d",
    "cross_cats_sorted": [
      "eess.IV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-01-04T09:11:58Z",
    "title_canon_sha256": "4af85eef46f3dbebd75c0905cdd78e2dcbf9b32f8bd34b5218e99307d38c8906"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2201.01047",
    "kind": "arxiv",
    "version": 1
  }
}