Pith Number

pith:5ABHCSX4

pith:2024:5ABHCSX422ZK2VNPHSUMX7UK3L

not attested not anchored not stored refs pending

Robust Few-Shot Ensemble Learning with Focal Diversity-Based Pruning

Fatih Ilhan, Ka-Ho Chow, Ling Liu, Margaret L. Loper, Selim Furkan Tekin, Sihao Hu, Tiansheng Huang

arxiv:2404.04434 v1 · 2024-04-05 · 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{5ABHCSX422ZK2VNPHSUMX7UK3L}

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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

Harmful Fine-tuning Attacks and Defenses for Large Language Models: A Survey

Receipt and verification

First computed	2026-07-05T08:05:16.716002Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e802714afcd6b2ad55af3ca8cbfe8adae0ef37efc47cbb6792de893773c3fe25

Aliases

arxiv: 2404.04434 · arxiv_version: 2404.04434v1 · doi: 10.48550/arxiv.2404.04434 · pith_short_12: 5ABHCSX422ZK · pith_short_16: 5ABHCSX422ZK2VNP · pith_short_8: 5ABHCSX4

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/5ABHCSX422ZK2VNPHSUMX7UK3L \
  | 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: e802714afcd6b2ad55af3ca8cbfe8adae0ef37efc47cbb6792de893773c3fe25

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2daabbff27e2a0d5adf034e8b5d8e7db4d2bd6f5ac82f4b16a78994d8049666d",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-04-05T22:21:49Z",
    "title_canon_sha256": "a863a125324c340522e408e54d09b8cbd2d9d3c350c1db7873e5a398884d3590"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.04434",
    "kind": "arxiv",
    "version": 1
  }
}