Pith Number

pith:YTBU46T2

pith:2024:YTBU46T2LPWPUTL6SN3BPGEKZ2

not attested not anchored not stored refs pending

Time is Not Enough: Time-Frequency based Explanation for Time-Series Black-Box Models

Edward Choi, Hyunseung Chung, Sumin Jo, Yeonsu Kwon

arxiv:2408.03636 v2 · 2024-08-07 · cs.LG · eess.SP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YTBU46T2LPWPUTL6SN3BPGEKZ2}

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	2026-07-05T08:54:36.918678Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c4c34e7a7a5becfa4d7e937617988ace9c89782e9d478f4ad9655975e4f144c0

Aliases

arxiv: 2408.03636 · arxiv_version: 2408.03636v2 · doi: 10.48550/arxiv.2408.03636 · pith_short_12: YTBU46T2LPWP · pith_short_16: YTBU46T2LPWPUTL6 · pith_short_8: YTBU46T2

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/YTBU46T2LPWPUTL6SN3BPGEKZ2 \
  | 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: c4c34e7a7a5becfa4d7e937617988ace9c89782e9d478f4ad9655975e4f144c0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "13311d46f0f05280e64d8059e457e38b9c214f94516544f16d111262bdb8f5d8",
    "cross_cats_sorted": [
      "eess.SP"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-08-07T08:51:10Z",
    "title_canon_sha256": "8958925f18fd5d2ccdf05abec9a92da8daa7d256530677f61b1545acc561b91d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.03636",
    "kind": "arxiv",
    "version": 2
  }
}