Pith Number

pith:2DS6AL6O

pith:2024:2DS6AL6OFAUKIG6AECVXWKGJM7

not attested not anchored not stored refs pending

Predictor-Corrector Enhanced Transformers with Exponential Moving Average Coefficient Learning

Bei Li, Jiahao Liu, Jingang Wang, Jingbo Zhu, Junliang Guo, Qingyan Guo, Rui Wang, Tong Xiao, Tong Zheng, Xunliang Cai, Xu Tan

arxiv:2411.03042 v1 · 2024-11-05 · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2DS6AL6OFAUKIG6AECVXWKGJM7}

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

Neural CDEs as Correctors for Learned Time Series Models

Receipt and verification

First computed	2026-07-05T09:31:24.139841Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d0e5e02fce2828a41bc020ab7b28c967c51e91c65df439cac71afe2208f6101a

Aliases

arxiv: 2411.03042 · arxiv_version: 2411.03042v1 · doi: 10.48550/arxiv.2411.03042 · pith_short_12: 2DS6AL6OFAUK · pith_short_16: 2DS6AL6OFAUKIG6A · pith_short_8: 2DS6AL6O

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/2DS6AL6OFAUKIG6AECVXWKGJM7 \
  | 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: d0e5e02fce2828a41bc020ab7b28c967c51e91c65df439cac71afe2208f6101a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0ff3a618b6ac27d67faae87e88b25422c63d12343333b819692411840d39bbf3",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-11-05T12:26:25Z",
    "title_canon_sha256": "d21d0683e8f8764664a10a04931b0a447a04cc1954d22eedd7899f7031d8282d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.03042",
    "kind": "arxiv",
    "version": 1
  }
}