Pith Number

pith:F57VFXU4

pith:2024:F57VFXU45MLQWMKAS7U4UVQL6T

not attested not anchored not stored refs pending

Rapid Distributed Fine-tuning of a Segmentation Model Onboard Satellites

Chiara Ceccobello, Filip Svoboda, Gabriele Meoni, Meghan Plumridge, Nicholas D. Lane, Pablo G\'omez, Rasmus Mar{\aa}k

arxiv:2411.17831 v1 · 2024-11-26 · cs.LG · cs.CV · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{F57VFXU45MLQWMKAS7U4UVQL6T}

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.

Receipt and verification

First computed	2026-07-05T09:41:07.493338Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2f7f52de9ceb170b314097e9ca560bf4c0ade809c8bec7945e6133c4ed302295

Aliases

arxiv: 2411.17831 · arxiv_version: 2411.17831v1 · doi: 10.48550/arxiv.2411.17831 · pith_short_12: F57VFXU45MLQ · pith_short_16: F57VFXU45MLQWMKA · pith_short_8: F57VFXU4

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/F57VFXU45MLQWMKAS7U4UVQL6T \
  | 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: 2f7f52de9ceb170b314097e9ca560bf4c0ade809c8bec7945e6133c4ed302295

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4e5bffe60929d6476d493681851632d791a7075e0ad26fe605144d90c54f1e6c",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.DC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-26T19:11:36Z",
    "title_canon_sha256": "80f1e1cbc0fec8a8c6e8fc52d3d6eef7345a8542a130ada5013b4d8d3330dda7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.17831",
    "kind": "arxiv",
    "version": 1
  }
}