Pith Number

pith:2TX4UPVF

pith:2023:2TX4UPVFVYG2GDLWV4KIITZTPD

not attested not anchored not stored refs pending

CLeaRForecast: Contrastive Learning of High-Purity Representations for Time Series Forecasting

Jiaxin Gao, Qinglong Cao, Siqi Dai, Yuntian Chen, Yuxiao Hu

arxiv:2312.05758 v1 · 2023-12-10 · cs.LG · stat.AP

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\usepackage{pith}
\pithnumber{2TX4UPVFVYG2GDLWV4KIITZTPD}

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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

Auto-Regressive Moving Diffusion Models for Time Series Forecasting

Receipt and verification

First computed	2026-07-05T07:22:32.353093Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d4efca3ea5ae0da30d76af14844f3378e1f1ff51cf0ce59080df960963efe7ef

Aliases

arxiv: 2312.05758 · arxiv_version: 2312.05758v1 · doi: 10.48550/arxiv.2312.05758 · pith_short_12: 2TX4UPVFVYG2 · pith_short_16: 2TX4UPVFVYG2GDLW · pith_short_8: 2TX4UPVF

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/2TX4UPVFVYG2GDLWV4KIITZTPD \
  | 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: d4efca3ea5ae0da30d76af14844f3378e1f1ff51cf0ce59080df960963efe7ef

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7253e18288626aa916a7475a73a717b8cc5c9247f1e8be9e6b2db527f4b85710",
    "cross_cats_sorted": [
      "stat.AP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-12-10T04:37:43Z",
    "title_canon_sha256": "012f492e15e62a986ad0460b5c387a56749db93ad88f2361bc6b0ce0fb6c60a7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.05758",
    "kind": "arxiv",
    "version": 1
  }
}