Pith Number

pith:PKG23Q6W

pith:2024:PKG23Q6WZGCJTI45ZSCTSTYXND

not attested not anchored not stored refs pending

Enhancing Masked Time-Series Modeling via Dropping Patches

Hao Niu, Tianyu Qiu, Xiaofeng Gao, Yi Xie, Yun Xiong

arxiv:2412.15315 v1 · 2024-12-19 · stat.ML · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PKG23Q6WZGCJTI45ZSCTSTYXND}

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.

Receipt and verification

First computed	2026-07-05T09:52:21.328470Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7a8dadc3d6c98499a39dcc85394f1768e851867adee1e740f88b5f3d7f7f453c

Aliases

arxiv: 2412.15315 · arxiv_version: 2412.15315v1 · doi: 10.48550/arxiv.2412.15315 · pith_short_12: PKG23Q6WZGCJ · pith_short_16: PKG23Q6WZGCJTI45 · pith_short_8: PKG23Q6W

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/PKG23Q6WZGCJTI45ZSCTSTYXND \
  | 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: 7a8dadc3d6c98499a39dcc85394f1768e851867adee1e740f88b5f3d7f7f453c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "32a55d57e005a31092651e538430eb2c098b64e96861da519add686ef810dc6a",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-12-19T17:21:34Z",
    "title_canon_sha256": "c82de305cc5cde1ad5e1d0bc699d5b0ffa9a05cf00510bcea1cc5b371313b568"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.15315",
    "kind": "arxiv",
    "version": 1
  }
}