Pith Number

pith:FNKKZ4VV

pith:2020:FNKKZ4VV4GEWW2OFDR6GLYOWEZ

not attested not anchored not stored refs pending

Cross-Domain Few-Shot Learning with Meta Fine-Tuning

John Cai, Sheng Mei Shen

arxiv:2005.10544 v4 · 2020-05-21 · cs.CV · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FNKKZ4VV4GEWW2OFDR6GLYOWEZ}

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

Unlocking Tuning-Free Few-Shot Adaptability in Visual Foundation Models by Recycling Pre-Tuned LoRAs

Receipt and verification

First computed	2026-07-05T01:30:04.194687Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2b54acf2b5e1896b69c51c7c65e1d6267bfd1e13fd1b9ef82d1667b71c9709d0

Aliases

arxiv: 2005.10544 · arxiv_version: 2005.10544v4 · doi: 10.48550/arxiv.2005.10544 · pith_short_12: FNKKZ4VV4GEW · pith_short_16: FNKKZ4VV4GEWW2OF · pith_short_8: FNKKZ4VV

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/FNKKZ4VV4GEWW2OFDR6GLYOWEZ \
  | 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: 2b54acf2b5e1896b69c51c7c65e1d6267bfd1e13fd1b9ef82d1667b71c9709d0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0d50867233e73e4ff34b40dae2fd09e9114056e0ce6610c277a46ae387b77fa6",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2020-05-21T09:55:26Z",
    "title_canon_sha256": "2951b78d80f891c14b593308f2d17a7b7199cf00da0040523b574cc7eaf46d38"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2005.10544",
    "kind": "arxiv",
    "version": 4
  }
}