Pith Number

pith:VE4B3TAR

pith:2025:VE4B3TARJIXU2IXFO62T4HDAXN

not attested not anchored not stored refs pending

Inference-time sparse attention with asymmetric indexing

Francisco Massa, Gergely Szilvasy, Herv\'e J\'egou, Maria Lomeli, Matthijs Douze, Naila Murray, Pierre-Emmanuel Mazar\'e

arxiv:2502.08246 v2 · 2025-02-12 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VE4B3TARJIXU2IXFO62T4HDAXN}

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

ScenarioControl: Vision-Language Controllable Vectorized Latent Scenario Generation

Receipt and verification

First computed	2026-07-05T11:14:53.564595Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a9381dcc114a2f4d22e577b53e1c60bb6515687705a69593b4e12050efddd386

Aliases

arxiv: 2502.08246 · arxiv_version: 2502.08246v2 · doi: 10.48550/arxiv.2502.08246 · pith_short_12: VE4B3TARJIXU · pith_short_16: VE4B3TARJIXU2IXF · pith_short_8: VE4B3TAR

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/VE4B3TARJIXU2IXFO62T4HDAXN \
  | 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: a9381dcc114a2f4d22e577b53e1c60bb6515687705a69593b4e12050efddd386

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "325d119d8f7955cd50bfd181bdeacf1a8eb27e4640db65fc3db07d0ef04dc645",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-12T09:39:54Z",
    "title_canon_sha256": "fe1f11b7b16b3fa04aa4d12260d2f19194765ae0e5b8f11d6c54604b35db5d9b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.08246",
    "kind": "arxiv",
    "version": 2
  }
}