Pith Number

pith:HS74GOBU

pith:2023:HS74GOBUCI3ALG5KK2HTIBPY3E

not attested not anchored not stored refs pending

Harmonics of Learning: Universal Fourier Features Emerge in Invariant Networks

Christopher Hillar, Danica Kragic, Giovanni Luca Marchetti, Sophia Sanborn

arxiv:2312.08550 v3 · 2023-12-13 · cs.LG · cs.AI · 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{HS74GOBUCI3ALG5KK2HTIBPY3E}

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

On the Complexity-Faithfulness Trade-off of Gradient-Based Explanations

Receipt and verification

First computed	2026-07-05T08:31:45.436341Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3cbfc338341236059baa568f3405f8d928a8619ae228663bf60067edca0e3172

Aliases

arxiv: 2312.08550 · arxiv_version: 2312.08550v3 · doi: 10.48550/arxiv.2312.08550 · pith_short_12: HS74GOBUCI3A · pith_short_16: HS74GOBUCI3ALG5K · pith_short_8: HS74GOBU

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/HS74GOBUCI3ALG5KK2HTIBPY3E \
  | 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: 3cbfc338341236059baa568f3405f8d928a8619ae228663bf60067edca0e3172

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9739a9e75702582461a7fe2a04de720a31d03d3e4bd876b30bf05fdcd30e09f6",
    "cross_cats_sorted": [
      "cs.AI",
      "eess.SP"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-12-13T22:42:55Z",
    "title_canon_sha256": "bd6318bd30a511d567115d5291c5b8e8033a8811d5bab1008f36245377500fbf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.08550",
    "kind": "arxiv",
    "version": 3
  }
}