Pith Number

pith:URA5QCHK

pith:2023:URA5QCHKJKM3VXZ3DBD7FRHFN7

not attested not anchored not stored refs pending

DCdetector: Dual Attention Contrastive Representation Learning for Time Series Anomaly Detection

Chaoli Zhang, Liang Sun, Qingsong Wen, Tian Zhou, Yiyuan Yang

arxiv:2306.10347 v2 · 2023-06-17 · 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{URA5QCHKJKM3VXZ3DBD7FRHFN7}

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 Unified Representations of Normalcy for Time Series Anomaly Detection

Receipt and verification

First computed	2026-07-05T06:59:33.242471Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a441d808ea4a99badf3b1847f2c4e56fd579872f495b8563e779610c78673cf3

Aliases

arxiv: 2306.10347 · arxiv_version: 2306.10347v2 · doi: 10.48550/arxiv.2306.10347 · pith_short_12: URA5QCHKJKM3 · pith_short_16: URA5QCHKJKM3VXZ3 · pith_short_8: URA5QCHK

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/URA5QCHKJKM3VXZ3DBD7FRHFN7 \
  | 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: a441d808ea4a99badf3b1847f2c4e56fd579872f495b8563e779610c78673cf3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5ac05d9778c25222adfc58d787ee9abc14774deac5dfee4f61e37a910a340b30",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-17T13:40:15Z",
    "title_canon_sha256": "e006ef044f84898a81093acdac6203a62256c1cd3e101543cbcc27cb78bb9e09"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.10347",
    "kind": "arxiv",
    "version": 2
  }
}