Pith Number

pith:JE3YA7FL

pith:2024:JE3YA7FLSMCTV2IUKASJC2NXHI

not attested not anchored not stored refs pending

EOL: Transductive Few-Shot Open-Set Recognition by Enhancing Outlier Logits

Malik Boudiaf, Massimiliano Patacchiola, Mateusz Ochal, Sen Wang

arxiv:2408.02052 v1 · 2024-08-04 · 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{JE3YA7FLSMCTV2IUKASJC2NXHI}

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	2026-07-05T08:52:06.767909Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4937807cab93053ae91450249169b73a2953817250a992ddc64f6f9153308eb9

Aliases

arxiv: 2408.02052 · arxiv_version: 2408.02052v1 · doi: 10.48550/arxiv.2408.02052 · pith_short_12: JE3YA7FLSMCT · pith_short_16: JE3YA7FLSMCTV2IU · pith_short_8: JE3YA7FL

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/JE3YA7FLSMCTV2IUKASJC2NXHI \
  | 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: 4937807cab93053ae91450249169b73a2953817250a992ddc64f6f9153308eb9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e8a328485333d7850d8cbe86c932ce1cd34cc4c9859684fd3c5e07cb868df1a1",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-08-04T15:00:22Z",
    "title_canon_sha256": "a995f151afe20e68d5116edcf8dacf87406c79e33c95b14515f9f04871c64d43"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.02052",
    "kind": "arxiv",
    "version": 1
  }
}