Pith Number

pith:3KRO7FSE

pith:2021:3KRO7FSEIJBG55ES5PRXYP5ONS

not attested not anchored not stored refs pending

TS2Vec: Towards Universal Representation of Time Series

Bixiong Xu, Congrui Huang, Juanyong Duan, Tianmeng Yang, Yujing Wang, Yunhai Tong, Zhihan Yue

arxiv:2106.10466 v4 · 2021-06-19 · cs.LG · cs.AI

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\usepackage{pith}
\pithnumber{3KRO7FSEIJBG55ES5PRXYP5ONS}

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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

6 papers in Pith

Detecting the Undetectable: Enhancing Unsupervised time series Anomaly Detection via Active Learning

LeNEPA: No-Augmentation Next-Latent Prediction for Time-Series Representation Learning

Aionoscope: Debugging Latent-State Accessibility in Time-Series Representations

Domain-Informed Multi-View Self-Distillation for Astronomical Light-Curve Representation Learning with JEPA

StarCLR: Contrastive Learning Representation for Astronomical Light Curves

Receipt and verification

First computed	2026-07-05T03:53:48.075210Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

daa2ef964442426ef492ebe37c3fae6cafe2779cfea12426a993780f29327994

Aliases

arxiv: 2106.10466 · arxiv_version: 2106.10466v4 · doi: 10.48550/arxiv.2106.10466 · pith_short_12: 3KRO7FSEIJBG · pith_short_16: 3KRO7FSEIJBG55ES · pith_short_8: 3KRO7FSE

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/3KRO7FSEIJBG55ES5PRXYP5ONS \
  | 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: daa2ef964442426ef492ebe37c3fae6cafe2779cfea12426a993780f29327994

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3d13f1b3db872ce9f6b75b3e50985715b62bff1cf33d50ffa1d633dae14a3a29",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-06-19T10:24:13Z",
    "title_canon_sha256": "5432a57850aeb57403cdaf306c17f866ce96ea8a8946a61b2bb7873c6635f004"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.10466",
    "kind": "arxiv",
    "version": 4
  }
}