Pith Number

pith:PE45SCIB

pith:2024:PE45SCIB5E4WWNGH65O2B2K77Z

not attested not anchored not stored refs pending

Chain-of-Restoration: Multi-Task Image Restoration Models are Zero-Shot Step-by-Step Universal Image Restorers

Deyu Meng, Jin Cao, Xiangyong Cao

arxiv:2410.08688 v2 · 2024-10-11 · cs.CV · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PE45SCIB5E4WWNGH65O2B2K77Z}

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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

Universal Image Restoration via Internalized Chain-of-Thought Reasoning

Receipt and verification

First computed	2026-07-05T09:44:15.442718Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7939d90901e9396b34c7f75da0e95ffe7bf98512480bb017ebdcd07d11a21182

Aliases

arxiv: 2410.08688 · arxiv_version: 2410.08688v2 · doi: 10.48550/arxiv.2410.08688 · pith_short_12: PE45SCIB5E4W · pith_short_16: PE45SCIB5E4WWNGH · pith_short_8: PE45SCIB

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/PE45SCIB5E4WWNGH65O2B2K77Z \
  | 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: 7939d90901e9396b34c7f75da0e95ffe7bf98512480bb017ebdcd07d11a21182

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2d2e286840d22d7331df80dc3d65e336dd1d189aa00278d6a55aa11db3acf51e",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-10-11T10:21:42Z",
    "title_canon_sha256": "578994902c5f9a3ee3530090206ac94f4f64cda16f58786fe46c45c6c28fa522"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.08688",
    "kind": "arxiv",
    "version": 2
  }
}