Pith Number

pith:DE7DRZRB

pith:2024:DE7DRZRBVRXROMCNXDH56Q34V4

not attested not anchored not stored refs pending

Content-aware Balanced Spectrum Encoding in Masked Modeling for Time Series Classification

Haocong Wang, Weili Guan, Xuemeng Song, Yongshun Gong, Yudong Han, Yupeng Hu

arxiv:2412.13232 v1 · 2024-12-17 · 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{DE7DRZRBVRXROMCNXDH56Q34V4}

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	2026-07-05T09:50:58.503329Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

193e38e621ac6f17304db8cfdf437caf235a7007bddf8a9fafa8101c5835af38

Aliases

arxiv: 2412.13232 · arxiv_version: 2412.13232v1 · doi: 10.48550/arxiv.2412.13232 · pith_short_12: DE7DRZRBVRXR · pith_short_16: DE7DRZRBVRXROMCN · pith_short_8: DE7DRZRB

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/DE7DRZRBVRXROMCNXDH56Q34V4 \
  | 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: 193e38e621ac6f17304db8cfdf437caf235a7007bddf8a9fafa8101c5835af38

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ccdef7345c1bdef8e7b38884b8f2c5f22514d88ee7867722255387dfd8e5ca96",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-17T14:12:20Z",
    "title_canon_sha256": "8e79c5131226c05e0f7289f965418670e7a781b8af7548be523e367a07994f34"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.13232",
    "kind": "arxiv",
    "version": 1
  }
}