Pith Number

pith:RLHOVEPS

pith:2022:RLHOVEPSKTXYN445TLXHPGOAFQ

not attested not anchored not stored refs pending

Active Few-Shot Classification: a New Paradigm for Data-Scarce Learning Settings

Aymane Abdali, Bartosz Boguslawski, Lucas Drumetz, Vincent Gripon

arxiv:2209.11481 v1 · 2022-09-23 · 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{RLHOVEPSKTXYN445TLXHPGOAFQ}

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	2026-07-05T05:00:21.359474Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8aceea91f254ef86f39d9aee7799c02c3d6f8cadeede6fa61e49acce82bd913e

Aliases

arxiv: 2209.11481 · arxiv_version: 2209.11481v1 · doi: 10.48550/arxiv.2209.11481 · pith_short_12: RLHOVEPSKTXY · pith_short_16: RLHOVEPSKTXYN445 · pith_short_8: RLHOVEPS

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/RLHOVEPSKTXYN445TLXHPGOAFQ \
  | 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: 8aceea91f254ef86f39d9aee7799c02c3d6f8cadeede6fa61e49acce82bd913e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "caeb51b004357c7847d0c5a3f1e69f35c9dc3629fa79ffb0c99ffb0d7c88f2f9",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-09-23T08:42:35Z",
    "title_canon_sha256": "9c2df1d15c8c8a591b2838cf2f0306f7900620ef88ff47251c873b4bc870330c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2209.11481",
    "kind": "arxiv",
    "version": 1
  }
}