Pith Number

pith:OU5LQET3

pith:2021:OU5LQET3URVHN6XGR4A43GK47N

not attested not anchored not stored refs pending

Time-Series Representation Learning via Temporal and Contextual Contrasting

Chee Keong Kwoh, Cuntai Guan, Emadeldeen Eldele, Min Wu, Mohamed Ragab, Xiaoli Li, Zhenghua Chen

arxiv:2106.14112 v1 · 2021-06-26 · cs.LG · cs.AI

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\usepackage{pith}
\pithnumber{OU5LQET3URVHN6XGR4A43GK47N}

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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

7 papers in Pith

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

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

LVCG: Learning ECG Representations in the Latent Vectorcardiogram Space

CASE-NET: Deep Spatio-Temporal Representation Learning via Causal Attention and Channel Recalibration for Multivariate Time Series Classification

Prototype-Guided Classification Sub-Task Decoupling Framework: Enhancing Generalization and Interpretability for Multivariate Time Series

Receipt and verification

First computed	2026-07-05T02:52:47.327159Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

753ab8127ba46a76fae68f01cd995cfb4e1851542f4238d8ddd7bcd26e8851ba

Aliases

arxiv: 2106.14112 · arxiv_version: 2106.14112v1 · doi: 10.48550/arxiv.2106.14112 · pith_short_12: OU5LQET3URVH · pith_short_16: OU5LQET3URVHN6XG · pith_short_8: OU5LQET3

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/OU5LQET3URVHN6XGR4A43GK47N \
  | 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: 753ab8127ba46a76fae68f01cd995cfb4e1851542f4238d8ddd7bcd26e8851ba

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1d639f2ead55fedb4a520c2a88a3cb5ac0491d21ac41bf6eaf70936feea457a3",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-06-26T23:56:31Z",
    "title_canon_sha256": "30f554beb7b39f08448330fae69d8eb4cf1224d60b96b245c02130c0640a9584"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.14112",
    "kind": "arxiv",
    "version": 1
  }
}