Pith Number

pith:LUTIMD3H

pith:2024:LUTIMD3HRIQN3A62NDSKUNHFAS

not attested not anchored not stored refs pending

Task-Specific Preconditioner for Cross-Domain Few-Shot Learning

Jungwon Park, Suhyun Kang, Wonjong Rhee, Wonseok Lee

arxiv:2412.15483 v1 · 2024-12-20 · 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{LUTIMD3HRIQN3A62NDSKUNHFAS}

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	2026-07-05T09:52:23.986516Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5d26860f678a20dd83da68e4aa34e504b1a881850dbb95ead11534f090876400

Aliases

arxiv: 2412.15483 · arxiv_version: 2412.15483v1 · doi: 10.48550/arxiv.2412.15483 · pith_short_12: LUTIMD3HRIQN · pith_short_16: LUTIMD3HRIQN3A62 · pith_short_8: LUTIMD3H

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/LUTIMD3HRIQN3A62NDSKUNHFAS \
  | 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: 5d26860f678a20dd83da68e4aa34e504b1a881850dbb95ead11534f090876400

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "380803f248a8800f9660f750424c5093157e7ceccf9b03cc3c81be4c5b0378bf",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-20T01:33:43Z",
    "title_canon_sha256": "7ab9323bea89d46678346e4ae4be6f3b12ccc081bf5b729d39ca052250dc2909"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.15483",
    "kind": "arxiv",
    "version": 1
  }
}