Pith Number

pith:2NUGYL7D

pith:2017:2NUGYL7D3V4B26JF7XWUNSMWJG

not attested not anchored not stored refs pending

Zero-Shot Learning -- The Good, the Bad and the Ugly

Bernt Schiele, Yongqin Xian, Zeynep Akata

arxiv:1703.04394 v2 · 2017-03-13 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2NUGYL7D3V4B26JF7XWUNSMWJG}

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.

Cited by

1 paper in Pith

A Transfer Learning Evaluation of Deep Neural Networks for Image Classification

Receipt and verification

First computed	2026-07-05T01:37:32.789817Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d3686c2fe3dd781d7925fded46c99649b975da1d19c9787158d8c8083a4e05af

Aliases

arxiv: 1703.04394 · arxiv_version: 1703.04394v2 · doi: 10.48550/arxiv.1703.04394 · pith_short_12: 2NUGYL7D3V4B · pith_short_16: 2NUGYL7D3V4B26JF · pith_short_8: 2NUGYL7D

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/2NUGYL7D3V4B26JF7XWUNSMWJG \
  | 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: d3686c2fe3dd781d7925fded46c99649b975da1d19c9787158d8c8083a4e05af

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6a727ffb3a22bb245c187c28b4541b0da640e1049f48993b6a0c28c7d787e432",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2017-03-13T13:53:19Z",
    "title_canon_sha256": "361f3a7816187b5bcdb49d38cf704d18a78dc1e4446f484e1f77b84552a37f29"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1703.04394",
    "kind": "arxiv",
    "version": 2
  }
}