Pith Number

pith:L3TO7Z2Y

pith:2024:L3TO7Z2YFTZGCL4M27EB7IVU64

not attested not anchored not stored refs pending

PARMESAN: Parameter-Free Memory Search and Transduction for Dense Prediction Tasks

Astrid Berg, David Major, Dimitrios Lenis, Gaia Romana De Paolis, Johannes Novotny, Katja B\"uhler, Maria Wimmer, Philip Matthias Winter, Sophia Ulonska, Theresa Neubauer

arxiv:2403.11743 v3 · 2024-03-18 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{L3TO7Z2YFTZGCL4M27EB7IVU64}

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	2026-07-05T10:53:09.597643Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5ee6efe7582cf2612f8cd7c81fa2b4f73cb95e53ebece80111eecd50df1d6d89

Aliases

arxiv: 2403.11743 · arxiv_version: 2403.11743v3 · doi: 10.48550/arxiv.2403.11743 · pith_short_12: L3TO7Z2YFTZG · pith_short_16: L3TO7Z2YFTZGCL4M · pith_short_8: L3TO7Z2Y

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/L3TO7Z2YFTZGCL4M27EB7IVU64 \
  | 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: 5ee6efe7582cf2612f8cd7c81fa2b4f73cb95e53ebece80111eecd50df1d6d89

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "64c46844aa4ca09bdfae9500fda8b04332da918adec8483c16144aa0c6c9610c",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-18T12:55:40Z",
    "title_canon_sha256": "de0294d5e0fc9c4a23b15ced59c3a4e697e25122ee08420671d51689bbcd50b0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.11743",
    "kind": "arxiv",
    "version": 3
  }
}