Pith Number

pith:MZXTSK7P

pith:2022:MZXTSK7PWY2ACMQLRDDI3ROOBB

not attested not anchored not stored refs pending

Scale-MAE: A Scale-Aware Masked Autoencoder for Multiscale Geospatial Representation Learning

Brian Clipp, Christopher Funk, Colorado J. Reed, Kurt Keutzer, Matt Uyttendaele, Ritwik Gupta, Salvatore Candido, Sarah Brockman, Shufan Li, Trevor Darrell

arxiv:2212.14532 v4 · 2022-12-30 · 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{MZXTSK7PWY2ACMQLRDDI3ROOBB}

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

5 papers in Pith

Beyond Backscatter: AlphaEarth Land-Cover Priors for Rapid SAR Flood Segmentation Across Foundation Backbones

Does Your Wildfire Prediction Model Actually Work, or Just Score Well?

Foundation Model-Driven Semantic Change Detection in Remote Sensing Imagery

Characterizing AlphaEarth Embedding Geometry for Agentic Environmental Reasoning

Receipt and verification

First computed	2026-07-05T06:53:04.831100Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

666f392befb63401320b88c68dc5ce0843bba1ad95163fee17f08d7399cdd6af

Aliases

arxiv: 2212.14532 · arxiv_version: 2212.14532v4 · doi: 10.48550/arxiv.2212.14532 · pith_short_12: MZXTSK7PWY2A · pith_short_16: MZXTSK7PWY2ACMQL · pith_short_8: MZXTSK7P

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/MZXTSK7PWY2ACMQLRDDI3ROOBB \
  | 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: 666f392befb63401320b88c68dc5ce0843bba1ad95163fee17f08d7399cdd6af

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b6592bb525b60976b8899dfb72c2a03826487fc2681756d33c0e09af2acefe6e",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-12-30T03:15:34Z",
    "title_canon_sha256": "6a1fb0104c51387e71bd8d520897af33b15d296106611b92a9b44b430859ca5d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.14532",
    "kind": "arxiv",
    "version": 4
  }
}