Pith Number

pith:FSN24AT4

pith:2024:FSN24AT464OIMAFGCH22CF7MAB

not attested not anchored not stored refs pending

Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting

Linhai Zhuo, Tianwen Qian, Yuqian Fu, Zheng Wang

arxiv:2412.00767 v1 · 2024-12-01 · cs.CV · cs.CL · 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{FSN24AT464OIMAFGCH22CF7MAB}

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

Reviving In-domain Fine-tuning Methods for Source-Free Cross-domain Few-shot Learning

Receipt and verification

First computed	2026-07-05T09:42:47.242887Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2c9bae027cf71c8600a611f5a117ec005c25365a935eb1eab3d06c9c1bd020f0

Aliases

arxiv: 2412.00767 · arxiv_version: 2412.00767v1 · doi: 10.48550/arxiv.2412.00767 · pith_short_12: FSN24AT464OI · pith_short_16: FSN24AT464OIMAFG · pith_short_8: FSN24AT4

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/FSN24AT464OIMAFGCH22CF7MAB \
  | 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: 2c9bae027cf71c8600a611f5a117ec005c25365a935eb1eab3d06c9c1bd020f0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "375d1e91b68f319a0ac6252386f6434bd770d74927a2a08f7d41a7fa44bf93ae",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-01T11:00:38Z",
    "title_canon_sha256": "de110c9fe76227e82a46a6646767b88e91fec9c57ff7337f5dfab4d04d8d8b76"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.00767",
    "kind": "arxiv",
    "version": 1
  }
}