Pith Number

pith:V7A74XFA

pith:2025:V7A74XFA77KUZGIMPFENEH7TXN

not attested not anchored not stored refs pending

Universal Image Restoration Pre-training via Degradation Classification

Jiakui Hu, Lujia Jin, Yanye Lu, Zhengjian Yao

arxiv:2501.15510 v1 · 2025-01-26 · 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{V7A74XFA77KUZGIMPFENEH7TXN}

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

5 papers in Pith

DVANet: Degradation-aware Visual-prior Alignment Network for Image Restoration

TPGDiff: Hierarchical Triple-Prior Guided Diffusion for Image Restoration

Degradation Frequency Curve: An Explicit Frequency-Quantified Representation for All-in-One Image Restoration

Compositional-Degradation UAV Image Restoration: Conditional Decoupled MoE Network and A Benchmark

Your Pre-trained Diffusion Model Secretly Knows Restoration

Receipt and verification

First computed	2026-07-05T10:05:30.465286Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

afc1fe5ca0ffd54c990c7948d21ff3bb62b31b25c6cf3120f284567c71c177aa

Aliases

arxiv: 2501.15510 · arxiv_version: 2501.15510v1 · doi: 10.48550/arxiv.2501.15510 · pith_short_12: V7A74XFA77KU · pith_short_16: V7A74XFA77KUZGIM · pith_short_8: V7A74XFA

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/V7A74XFA77KUZGIMPFENEH7TXN \
  | 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: afc1fe5ca0ffd54c990c7948d21ff3bb62b31b25c6cf3120f284567c71c177aa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dae1a24f6696531b535e07f0ac2c64e4498f3eb9db5f5c6bcb9124077e285c4a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-01-26T13:03:37Z",
    "title_canon_sha256": "7061b5916da14eb9df89b010d789494cd47be3e9f0b7274aeae9f1e199fcba58"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.15510",
    "kind": "arxiv",
    "version": 1
  }
}