Pith Number

pith:S5WAKHOB

pith:2025:S5WAKHOBJQRFY4XWYLS2MW56IL

not attested not anchored not stored refs pending

CURVE: CLIP-Utilized Reinforcement Learning for Visual Image Enhancement via Simple Image Processing

Atsushi Ito, Takahiro Toizumi, Yuka Ogino

arxiv:2505.23102 v2 · 2025-05-29 · 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{S5WAKHOBJQRFY4XWYLS2MW56IL}

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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

CURVE: CLIP-Utilized Reinforcement Learning for Visual Image Enhancement via Simple Image Processing

Receipt and verification

First computed	2026-07-05T11:33:24.245212Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

976c051dc14c225c72f6c2e5a65bbe42eb7a000d86d0d685243e1e7b0a7d5272

Aliases

arxiv: 2505.23102 · arxiv_version: 2505.23102v2 · doi: 10.48550/arxiv.2505.23102 · pith_short_12: S5WAKHOBJQRF · pith_short_16: S5WAKHOBJQRFY4XW · pith_short_8: S5WAKHOB

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/S5WAKHOBJQRFY4XWYLS2MW56IL \
  | 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: 976c051dc14c225c72f6c2e5a65bbe42eb7a000d86d0d685243e1e7b0a7d5272

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "968a938d01a680fe33578ee79925b41eabab3fc190e87f23ec5a83f49667b690",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-05-29T05:09:13Z",
    "title_canon_sha256": "c0168d83573e851b87e5ed8f8df7b5321655b71fad4b35aca008bdca994df15a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.23102",
    "kind": "arxiv",
    "version": 2
  }
}