Pith Number

pith:MFLN7QQT

pith:2023:MFLN7QQT6XMSVPJU4FTU4RXDN6

not attested not anchored not stored refs pending

Extracting Interpretable Local and Global Representations from Attention on Time Series

Leonid Schwenke, Martin Atzmueller

arxiv:2312.11466 v1 · 2023-09-16 · 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{MFLN7QQT6XMSVPJU4FTU4RXDN6}

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

Saliency Maps are Ambiguous: Analysis of Logical Relations on First and Second Order Attributions

Receipt and verification

First computed	2026-07-05T07:25:49.913016Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6156dfc213f5d92abd34e1674e46e36fa0c86b0378bb41a010e1140bc6c83318

Aliases

arxiv: 2312.11466 · arxiv_version: 2312.11466v1 · doi: 10.48550/arxiv.2312.11466 · pith_short_12: MFLN7QQT6XMS · pith_short_16: MFLN7QQT6XMSVPJU · pith_short_8: MFLN7QQT

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/MFLN7QQT6XMSVPJU4FTU4RXDN6 \
  | 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: 6156dfc213f5d92abd34e1674e46e36fa0c86b0378bb41a010e1140bc6c83318

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ca6f622a1ba5e7d1cb0686ea7fae9f8d8518532a630780661548361324dbb338",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-09-16T00:51:49Z",
    "title_canon_sha256": "7dc68497fbf1e35487cb335848d717485deca20d6ff2781ed983dfe8e5674f5f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.11466",
    "kind": "arxiv",
    "version": 1
  }
}