Pith Number

pith:FYE35WHZ

pith:2019:FYE35WHZHQ7TSY4L4PM3HDFTXU

not attested not anchored not stored refs pending

Latent space conditioning for improved classification and anomaly detection

Alexandros Sopasakis, Erik Norlander

arxiv:1911.10599 v2 · 2019-11-24 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FYE35WHZHQ7TSY4L4PM3HDFTXU}

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

Learning Traffic Anomalies from Generative Models on Real-Time Observations

Receipt and verification

First computed	2026-07-05T00:22:43.819562Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2e09bed8f93c3f39638be3d9b38cb3bd1ef6529e742c889f342c68ba4256f799

Aliases

arxiv: 1911.10599 · arxiv_version: 1911.10599v2 · doi: 10.48550/arxiv.1911.10599 · pith_short_12: FYE35WHZHQ7T · pith_short_16: FYE35WHZHQ7TSY4L · pith_short_8: FYE35WHZ

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/FYE35WHZHQ7TSY4L4PM3HDFTXU \
  | 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: 2e09bed8f93c3f39638be3d9b38cb3bd1ef6529e742c889f342c68ba4256f799

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a1cc7129a55ab636e54de9d4e1f741ab8434f156a5eb32da32bda38cd3530b4c",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-11-24T19:39:58Z",
    "title_canon_sha256": "340da74ed6fe3c486f2e7804ce9693eaf8f4cae31cc996de53f17b96fdbbf78b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1911.10599",
    "kind": "arxiv",
    "version": 2
  }
}