Pith Number

pith:E4KFATQC

pith:2022:E4KFATQCRDEZWCAM6JI3XIN65M

not attested not anchored not stored refs pending

From fat droplets to floating forests: cross-domain transfer learning using a PatchGAN-based segmentation model

Douglas Mashek, Henry Houskeeper, Isaac Rosenthal, Jarrett E. K. Byrnes, Jeffrey Salisbury, Kameswara Bharadwaj Mantha, Kyle Cavanaugh, Laura Trouille, Lucy Fortson, Mark Sanders, Ramanakumar Sankar, Thomas Pengo, Trace Christensen, Yuping Zheng

arxiv:2211.03937 v1 · 2022-11-08 · cs.LG · 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{E4KFATQCRDEZWCAM6JI3XIN65M}

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	2026-07-05T05:14:00.167312Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2714504e0288c99b080cf251bba1beeb005b4c6d59e384bb9e59082dd9d075a7

Aliases

arxiv: 2211.03937 · arxiv_version: 2211.03937v1 · doi: 10.48550/arxiv.2211.03937 · pith_short_12: E4KFATQCRDEZ · pith_short_16: E4KFATQCRDEZWCAM · pith_short_8: E4KFATQC

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/E4KFATQCRDEZWCAM6JI3XIN65M \
  | 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: 2714504e0288c99b080cf251bba1beeb005b4c6d59e384bb9e59082dd9d075a7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "606359966af47f4f08d4ca32eb5c1fce1cc0756eb6efa573449e4825748b31e6",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-11-08T01:19:15Z",
    "title_canon_sha256": "eea4a363a7bea55c7f8e3427e24d14059ad2691ce33b36e2995fff72e1600e8e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.03937",
    "kind": "arxiv",
    "version": 1
  }
}