Pith Number

pith:3CJWZY2T

pith:2025:3CJWZY2TIL2EC3NIEYDLWS2KHI

not attested not anchored not stored refs pending

On Spectral Properties of Gradient-based Explanation Methods

Amir Mehrpanah, Erik Englesson, Hossein Azizpour

arxiv:2508.10595 v1 · 2025-08-14 · cs.LG · cs.AI · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3CJWZY2TIL2EC3NIEYDLWS2KHI}

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	2026-07-05T11:53:58.888735Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d8936ce35342f4416da82606bb4b4a3a1d5cb2383e2cdcc3996d297cf0720e21

Aliases

arxiv: 2508.10595 · arxiv_version: 2508.10595v1 · doi: 10.48550/arxiv.2508.10595 · pith_short_12: 3CJWZY2TIL2E · pith_short_16: 3CJWZY2TIL2EC3NI · pith_short_8: 3CJWZY2T

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/3CJWZY2TIL2EC3NIEYDLWS2KHI \
  | 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: d8936ce35342f4416da82606bb4b4a3a1d5cb2383e2cdcc3996d297cf0720e21

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "05cefe29eb3ef128393a9d2ee2ca77a37b678d7bafd83904d9619d7f395b67c0",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-14T12:37:22Z",
    "title_canon_sha256": "5d511341b6f91773dd220537b33bfb58e5b18146882e7de5a67373682000f63f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.10595",
    "kind": "arxiv",
    "version": 1
  }
}