Pith Number

pith:WBIZBT5T

pith:2019:WBIZBT5TTOSCC6RD25NWLGIWR6

not attested not anchored not stored refs pending

Deep Transfer Learning for Multiple Class Novelty Detection

Pramuditha Perera, Vishal M. Patel

arxiv:1903.02196 v1 · 2019-03-06 · 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{WBIZBT5TTOSCC6RD25NWLGIWR6}

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	2026-05-17T23:51:56.506344Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b05190cfb39ba4217a23d75b6599168f93c6ba85e25ff5fff4aac94b8aa911d2

Aliases

arxiv: 1903.02196 · arxiv_version: 1903.02196v1 · doi: 10.48550/arxiv.1903.02196 · pith_short_12: WBIZBT5TTOSC · pith_short_16: WBIZBT5TTOSCC6RD · pith_short_8: WBIZBT5T

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/WBIZBT5TTOSCC6RD25NWLGIWR6 \
  | 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: b05190cfb39ba4217a23d75b6599168f93c6ba85e25ff5fff4aac94b8aa911d2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8b5f0d6c99dd6d9f1dc9a6c55d3ccfe8c09bc6dcd485c2f43e3c8c7bb4d95ed8",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2019-03-06T06:36:57Z",
    "title_canon_sha256": "85774818b0f0e900e18a8aa544ea63fa6fc9f372795c05ed0685d1d13be40b94"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1903.02196",
    "kind": "arxiv",
    "version": 1
  }
}