Pith Number

pith:DTM4J6R6

pith:2020:DTM4J6R6ZEWP7N2FHNDQP6MLUU

not attested not anchored not stored refs pending

Model Generalization in Deep Learning Applications for Land Cover Mapping

Bistra Dilkina, Caleb Robinson, Lucas Hu

arxiv:2008.10351 v3 · 2020-08-09 · cs.CV · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DTM4J6R6ZEWP7N2FHNDQP6MLUU}

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

AI-Driven Real-Time Monitoring of Ground-Nesting Birds: A Case Study on Curlew Detection Using YOLOv10

Receipt and verification

First computed	2026-07-05T02:50:19.517629Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1cd9c4fa3ec92cffb7453b4707f98ba51cf2d69e150084eb47066852a5e2efe1

Aliases

arxiv: 2008.10351 · arxiv_version: 2008.10351v3 · doi: 10.48550/arxiv.2008.10351 · pith_short_12: DTM4J6R6ZEWP · pith_short_16: DTM4J6R6ZEWP7N2F · pith_short_8: DTM4J6R6

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/DTM4J6R6ZEWP7N2FHNDQP6MLUU \
  | 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: 1cd9c4fa3ec92cffb7453b4707f98ba51cf2d69e150084eb47066852a5e2efe1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0037cb57bcc51e6f62286de71ac9487c285f10ee07bf1e09dbf0a2c562ba1231",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2020-08-09T01:50:52Z",
    "title_canon_sha256": "48876265e165d1c7bc66810ccf5442277b553f3c81c0174bb7c3ffc1f03e403d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2008.10351",
    "kind": "arxiv",
    "version": 3
  }
}