Pith Number

pith:5K7OL3U4

pith:2018:5K7OL3U4PAAS5WXIXHI3N5LFQQ

not attested not anchored not stored refs pending

Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions

De-Chuan Zhan, Fei Sha, Han-Jia Ye, Hexiang Hu

arxiv:1812.03664 v6 · 2018-12-10 · 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{5K7OL3U4PAAS5WXIXHI3N5LFQQ}

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

Rethinking the Good Enough Embedding for Easy Few-Shot Learning

Receipt and verification

First computed	2026-07-05T02:48:31.517339Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

eabee5ee9c78012edae8b9d1b6f565841f2a91089dd868d10741a5e35b9579e5

Aliases

arxiv: 1812.03664 · arxiv_version: 1812.03664v6 · doi: 10.48550/arxiv.1812.03664 · pith_short_12: 5K7OL3U4PAAS · pith_short_16: 5K7OL3U4PAAS5WXI · pith_short_8: 5K7OL3U4

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/5K7OL3U4PAAS5WXIXHI3N5LFQQ \
  | 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: eabee5ee9c78012edae8b9d1b6f565841f2a91089dd868d10741a5e35b9579e5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "960195f1d9e57f4c970a4fcbdb814b078f2333a71fcaecb11919855c9a02a581",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-12-10T07:55:56Z",
    "title_canon_sha256": "62c3ee3de3bf0cdb36e95c1173630e01f59a79c598ea36c740a4514231e02cce"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1812.03664",
    "kind": "arxiv",
    "version": 6
  }
}