Pith Number

pith:LP23IWK5

pith:2026:LP23IWK5RJBO2TXILFYCIZW63S

not attested not anchored not stored refs pending

DropoutTS: Sample-Adaptive Dropout for Robust Time Series Forecasting

Fei Wang, Qingsong Wen, Siru Zhong, Yiqiu Liu, Yuxuan Liang, Zezhi Shao, Zhiqing Cui

arxiv:2601.21726 v2 · 2026-01-29 · 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{LP23IWK5RJBO2TXILFYCIZW63S}

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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

Perceive, Route and Modulate: Dynamic Pattern Recalibration for Time Series Forecasting

Receipt and verification

First computed	2026-05-26T01:03:23.662274Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5bf5b4595d8a42ed4ee859702466dedc80e92b6fe6e85db7d21a2a6b8ef1cbf4

Aliases

arxiv: 2601.21726 · arxiv_version: 2601.21726v2 · doi: 10.48550/arxiv.2601.21726 · pith_short_12: LP23IWK5RJBO · pith_short_16: LP23IWK5RJBO2TXI · pith_short_8: LP23IWK5

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/LP23IWK5RJBO2TXILFYCIZW63S \
  | 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: 5bf5b4595d8a42ed4ee859702466dedc80e92b6fe6e85db7d21a2a6b8ef1cbf4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0ec1db5a7148e5f897b5c56e07b27850117453fdb8ba2259ae7519673f692fea",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-01-29T13:49:20Z",
    "title_canon_sha256": "6a9f1efabb8f938b7bff8ed45f78629817bb970890ecd224c500c593004faa73"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2601.21726",
    "kind": "arxiv",
    "version": 2
  }
}