Pith Number

pith:MYB47XHB

pith:2022:MYB47XHB2K3C4S3HJPHUOD3TNJ

not attested not anchored not stored refs pending

Robust Few-shot Learning Without Using any Adversarial Samples

Anirban Chakraborty, Gaurav Kumar Nayak, Inder Khatri, Ruchit Rawal

arxiv:2211.01598 v1 · 2022-11-03 · cs.CV · 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{MYB47XHB2K3C4S3HJPHUOD3TNJ}

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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

ANROT-HELANet: Adverserially and Naturally Robust Attention-Based Aggregation Network via The Hellinger Distance for Few-Shot Classification

Receipt and verification

First computed	2026-07-05T05:12:57.814429Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6603cfdce1d2b62e4b674bcf470f736a5b589dea6850481938905cd257926db6

Aliases

arxiv: 2211.01598 · arxiv_version: 2211.01598v1 · doi: 10.48550/arxiv.2211.01598 · pith_short_12: MYB47XHB2K3C · pith_short_16: MYB47XHB2K3C4S3H · pith_short_8: MYB47XHB

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/MYB47XHB2K3C4S3HJPHUOD3TNJ \
  | 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: 6603cfdce1d2b62e4b674bcf470f736a5b589dea6850481938905cd257926db6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c0e1540565c0a6c39c6e5f54a99a931778728983a512119031047d3c3d06bbb5",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-11-03T05:58:26Z",
    "title_canon_sha256": "b99387a0b9fc7112126a5acb265a5a8f02e6b0d40f0fcae8d10071be433c8a9d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.01598",
    "kind": "arxiv",
    "version": 1
  }
}