Pith Number

pith:LCMMTXMW

pith:2024:LCMMTXMWRZYWFUMIDNO7KR36NW

not attested not anchored not stored refs pending

Complexity Experts are Task-Discriminative Learners for Any Image Restoration

Danda Pani Paudel, Eduard Zamfir, Nancy Mehta, Radu Timofte, Yuedong Tan, Yulun Zhang, Zongwei Wu

arxiv:2411.18466 v2 · 2024-11-27 · 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{LCMMTXMWRZYWFUMIDNO7KR36NW}

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

M2Restore: Mixture-of-Experts-based Mamba-CNN Fusion Framework for All-in-One Image Restoration

Receipt and verification

First computed	2026-07-05T10:30:27.374175Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5898c9dd968e7162d1881b5df5477e6d99c6b8b55ca799d7c51f2b617848a206

Aliases

arxiv: 2411.18466 · arxiv_version: 2411.18466v2 · doi: 10.48550/arxiv.2411.18466 · pith_short_12: LCMMTXMWRZYW · pith_short_16: LCMMTXMWRZYWFUMI · pith_short_8: LCMMTXMW

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/LCMMTXMWRZYWFUMIDNO7KR36NW \
  | 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: 5898c9dd968e7162d1881b5df5477e6d99c6b8b55ca799d7c51f2b617848a206

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "11d7fe0d16dfd7ac5ac49a2f2cd9f1724b550ae78f0c2fa1b944bf289116fcf8",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-11-27T15:58:07Z",
    "title_canon_sha256": "15b895ffff1930140e7daf676ef06daad8ec71dd9d008cf1d472a9a5c16cd9ce"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.18466",
    "kind": "arxiv",
    "version": 2
  }
}