Pith Number

pith:6GSRLPWR

pith:2025:6GSRLPWRSNAUWOP5TEWWZUOWZC

not attested not anchored not stored refs pending

Multi-Agent Image Restoration

Bin Chen, Gehui Li, Jian Zhang, Xu Jiang

arxiv:2503.09403 v2 · 2025-03-12 · 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{6GSRLPWRSNAUWOP5TEWWZUOWZC}

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

9 papers in Pith

HDRAgent: An Agentic Framework for Multi-Exposure HDR Imaging

OctoT2I: A Self-Evolving Agentic Text-to-Image Router

EvoIR-Agent: Self-Evolving Image Restoration Agentic System via Experience-Driven Learning

Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution

DiTTo: Scalable Order-aware All-in-One Image Restoration Agent

Receipt and verification

First computed	2026-07-05T10:32:41.271400Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f1a515bed193414b39fd992d6cd1d6c889e272a8ab59a8159a7ed8cd37cf920b

Aliases

arxiv: 2503.09403 · arxiv_version: 2503.09403v2 · doi: 10.48550/arxiv.2503.09403 · pith_short_12: 6GSRLPWRSNAU · pith_short_16: 6GSRLPWRSNAUWOP5 · pith_short_8: 6GSRLPWR

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/6GSRLPWRSNAUWOP5TEWWZUOWZC \
  | 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: f1a515bed193414b39fd992d6cd1d6c889e272a8ab59a8159a7ed8cd37cf920b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d4d142b3f0141f3ecfc2411e1f29ea5bb085db17d84ca40082b14b3e82d55c87",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-03-12T13:53:57Z",
    "title_canon_sha256": "84ab5659c8f6cf162440b8ca9362820225bb27687e6f754b0bb0edd13ccd939c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.09403",
    "kind": "arxiv",
    "version": 2
  }
}