Pith Number

pith:TBIG5WOV

pith:2023:TBIG5WOVLBIRPJK2AABPBF4U7P

not attested not anchored not stored refs pending

Harnessing Contrastive Learning and Neural Transformation for Time Series Anomaly Detection

Katrina Chen, Mingbin Feng, Tony S. Wirjanto

arxiv:2304.07898 v2 · 2023-04-16 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TBIG5WOVLBIRPJK2AABPBF4U7P}

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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

NeuCoReClass AD: Redefining Self-Supervised Time Series Anomaly Detection

Receipt and verification

First computed	2026-07-05T10:05:06.682962Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

98506ed9d5585117a55a0002f09794fbfa1100fdba9986d9852c871382f29e54

Aliases

arxiv: 2304.07898 · arxiv_version: 2304.07898v2 · doi: 10.48550/arxiv.2304.07898 · pith_short_12: TBIG5WOVLBIR · pith_short_16: TBIG5WOVLBIRPJK2 · pith_short_8: TBIG5WOV

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/TBIG5WOVLBIRPJK2AABPBF4U7P \
  | 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: 98506ed9d5585117a55a0002f09794fbfa1100fdba9986d9852c871382f29e54

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2b73c81e203ab93ff6babe03624c00b68a1728689d20229a0305f00d43470476",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-04-16T21:36:19Z",
    "title_canon_sha256": "cae5f770332c5de886079e079f7c25ba2aeb7450f787b2a248ef42ba612d908a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.07898",
    "kind": "arxiv",
    "version": 2
  }
}