Pith Number

pith:PXFNT6EB

pith:2022:PXFNT6EBIOI3W6BIHFXDMMB6RP

not attested not anchored not stored refs pending

EASY: Ensemble Augmented-Shot Y-shaped Learning: State-Of-The-Art Few-Shot Classification with Simple Ingredients

Bastien Pasdeloup, Giulia Lioi, Raphael Lafargue, St\'ephane Pateux, Vincent Gripon, Yassir Bendou, Yuqing Hu

arxiv:2201.09699 v2 · 2022-01-24 · cs.LG · cs.AI · cs.NE · eess.IV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PXFNT6EBIOI3W6BIHFXDMMB6RP}

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	2026-07-05T03:54:26.983816Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7dcad9f8814391bb7828396e36303e8bc20e63dc82365c66b3cb3b7b6cbe5217

Aliases

arxiv: 2201.09699 · arxiv_version: 2201.09699v2 · doi: 10.48550/arxiv.2201.09699 · pith_short_12: PXFNT6EBIOI3 · pith_short_16: PXFNT6EBIOI3W6BI · pith_short_8: PXFNT6EB

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/PXFNT6EBIOI3W6BIHFXDMMB6RP \
  | 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: 7dcad9f8814391bb7828396e36303e8bc20e63dc82365c66b3cb3b7b6cbe5217

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8a19ea0bee2a37c0531c07fed0203bb50c97c082032a333abce6483311971f8c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.NE",
      "eess.IV"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-01-24T14:08:23Z",
    "title_canon_sha256": "36a5bd682c48f4f8678b9d4611ba7a681602b792bda7425a89ed591f8755cc9e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2201.09699",
    "kind": "arxiv",
    "version": 2
  }
}