Pith Number

pith:3WDGQ5XQ

pith:2024:3WDGQ5XQ2DJFIRPWC5B6ANC4GW

not attested not anchored not stored refs pending

Increasing the Robustness of Model Predictions to Missing Sensors in Earth Observation

Andreas Dengel, Diego Arenas, Francisco Mena

arxiv:2407.15512 v2 · 2024-07-22 · cs.LG · cs.AI · 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{3WDGQ5XQ2DJFIRPWC5B6ANC4GW}

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

On What Depends the Robustness of Multi-source Models to Missing Data in Earth Observation?

Receipt and verification

First computed	2026-05-18T03:09:46.788796Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dd866876f0d0d25445f61743e0345c35a1f8cdf2747ee608c1768f2bc526ea7b

Aliases

arxiv: 2407.15512 · arxiv_version: 2407.15512v2 · doi: 10.48550/arxiv.2407.15512 · pith_short_12: 3WDGQ5XQ2DJF · pith_short_16: 3WDGQ5XQ2DJFIRPW · pith_short_8: 3WDGQ5XQ

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/3WDGQ5XQ2DJFIRPWC5B6ANC4GW \
  | 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: dd866876f0d0d25445f61743e0345c35a1f8cdf2747ee608c1768f2bc526ea7b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7d0a4d55a0f05d9210008c21bca9694fc98b23e39cc7ea7487d3cc3ff95e0641",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-22T09:58:29Z",
    "title_canon_sha256": "630c349970419428f4e8501125031546e939e82ea7f2dfb5c16f09e2aae9e07e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.15512",
    "kind": "arxiv",
    "version": 2
  }
}