Pith Number

pith:4ZFJRK6Y

pith:2024:4ZFJRK6YYEI3UCY222JRX65USP

not attested not anchored not stored refs pending

L-WISE: Boosting Human Visual Category Learning Through Model-Based Image Selection and Enhancement

Gabriel Kreiman, Guy Gaziv, James J. DiCarlo, Morgan B. Talbot

arxiv:2412.09765 v4 · 2024-12-12 · cs.CV · cs.HC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4ZFJRK6YYEI3UCY222JRX65USP}

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

Noninvasive precision modulation of high-level neural population activity via natural vision perturbations

Receipt and verification

First computed	2026-07-05T11:03:54.680309Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e64a98abd8c111ba0b1ad6931bfbb493dc98364f0e73bc02edb8f3788e0ae2ad

Aliases

arxiv: 2412.09765 · arxiv_version: 2412.09765v4 · doi: 10.48550/arxiv.2412.09765 · pith_short_12: 4ZFJRK6YYEI3 · pith_short_16: 4ZFJRK6YYEI3UCY2 · pith_short_8: 4ZFJRK6Y

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/4ZFJRK6YYEI3UCY222JRX65USP \
  | 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: e64a98abd8c111ba0b1ad6931bfbb493dc98364f0e73bc02edb8f3788e0ae2ad

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c15ca57f5a653226a1280780670fd225d962fb404a35569721e10a4d7265f3af",
    "cross_cats_sorted": [
      "cs.HC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-12T23:57:01Z",
    "title_canon_sha256": "6014fdaf7719a66ca50812927c38ca05a388d8a992411b709f2f7cf2e7b66f99"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.09765",
    "kind": "arxiv",
    "version": 4
  }
}