Pith Number

pith:PKMEFJDS

pith:2024:PKMEFJDSEF6IHN4V543BKRD33D

not attested not anchored not stored refs pending

PnP-Flow: Plug-and-Play Image Restoration with Flow Matching

Anne Gagneux, Gabriele Steidl, Paul Hagemann, S\'egol\`ene Martin

arxiv:2410.02423 v3 · 2024-10-03 · cs.CV · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PKMEFJDSEF6IHN4V543BKRD33D}

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

6 papers in Pith

UniEdit-Flow: Unleashing Inversion and Editing in the Era of Flow Models

A Mathematical Explanation of Transformers

Saving Foundation Flow-Matching Priors for Inverse Problems

Linearized Coupling Flow with Shortcut Constraints for One-Step Face Restoration

Diffusion-OAMP for Joint Image Compression and Wireless Transmission

Receipt and verification

First computed	2026-07-05T12:07:01.134112Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7a9842a472217c83b795ef3615447bd8d227faed251e43984435efbd43d8c4a1

Aliases

arxiv: 2410.02423 · arxiv_version: 2410.02423v3 · doi: 10.48550/arxiv.2410.02423 · pith_short_12: PKMEFJDSEF6I · pith_short_16: PKMEFJDSEF6IHN4V · pith_short_8: PKMEFJDS

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/PKMEFJDSEF6IHN4V543BKRD33D \
  | 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: 7a9842a472217c83b795ef3615447bd8d227faed251e43984435efbd43d8c4a1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4473484390b42d9e7697a4a001d25438351c0da69a41540c95b623eba2001502",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-10-03T12:13:56Z",
    "title_canon_sha256": "6605ff4a43e4005eace757700428dd879fae9f79fd216be13efbd559673fc87d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.02423",
    "kind": "arxiv",
    "version": 3
  }
}