Pith Number

pith:PMG4FKWI

pith:2019:PMG4FKWIZV4LF4V7GYDD7M4Z23

not attested not anchored not stored refs pending

Transductive Episodic-Wise Adaptive Metric for Few-Shot Learning

Jia Li, Limeng Qiao, Tiejun Huang, Yaowei Wang, Yemin Shi, Yonghong Tian

arxiv:1910.02224 v1 · 2019-10-05 · 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{PMG4FKWIZV4LF4V7GYDD7M4Z23}

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	2026-07-05T00:10:06.300695Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7b0dc2aac8cd78b2f2bf36063fb399d6d78f51fd3afc26dc5ef4c4e974113cda

Aliases

arxiv: 1910.02224 · arxiv_version: 1910.02224v1 · doi: 10.48550/arxiv.1910.02224 · pith_short_12: PMG4FKWIZV4L · pith_short_16: PMG4FKWIZV4LF4V7 · pith_short_8: PMG4FKWI

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/PMG4FKWIZV4LF4V7GYDD7M4Z23 \
  | 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: 7b0dc2aac8cd78b2f2bf36063fb399d6d78f51fd3afc26dc5ef4c4e974113cda

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4db50fafdb8a0186c178ee58f4841a0614323bc9dc19e55735f1ca3cea5a6cfc",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-10-05T07:07:53Z",
    "title_canon_sha256": "2bbbfdaa3d6065cdd68859fdd9e7a3a7c81f05c7228ec348958487bab18115f2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1910.02224",
    "kind": "arxiv",
    "version": 1
  }
}