Pith Number

pith:SFKLA62X

pith:2024:SFKLA62X734DOBYT6VWFQA3W3P

not attested not anchored not stored refs pending

Improving Satellite Imagery Masking using Multi-task and Transfer Learning

Colin J. Gleason, John Gardner, Luisa Vieira Lucchese, Punwath Prum, Rangel Daroya, Subhransu Maji, Tamlin Pavelsky, Travis Simmons

arxiv:2412.08545 v1 · 2024-12-11 · 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{SFKLA62X734DOBYT6VWFQA3W3P}

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

EarthSight: A Distributed Framework for Low-Latency Satellite Intelligence

Receipt and verification

First computed	2026-07-05T09:47:51.847024Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9154b07b57fef8370713f56c580376dbdcfbbb060892f6d6ed96536a44b40579

Aliases

arxiv: 2412.08545 · arxiv_version: 2412.08545v1 · doi: 10.48550/arxiv.2412.08545 · pith_short_12: SFKLA62X734D · pith_short_16: SFKLA62X734DOBYT · pith_short_8: SFKLA62X

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/SFKLA62X734DOBYT6VWFQA3W3P \
  | 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: 9154b07b57fef8370713f56c580376dbdcfbbb060892f6d6ed96536a44b40579

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a647b97e4d702cd844a46550477621a65831e7b9968473a7166ed79d7f9d69ad",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-11T17:00:51Z",
    "title_canon_sha256": "39456319b59dfc1cd63d6c27d56f794690777f7296eea6a9a8c6702eb0adfca3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.08545",
    "kind": "arxiv",
    "version": 1
  }
}