Pith Number

pith:GEP4HT4L

pith:2023:GEP4HT4L2GXFTKODZZDUNS6S6V

not attested not anchored not stored refs pending

Mask, Stitch, and Re-Sample: Enhancing Robustness and Generalizability in Anomaly Detection through Automatic Diffusion Models

Cosmin I. Bercea, Daniel Rueckert, Julia A. Schnabel, Michael Neumayr

arxiv:2305.19643 v1 · 2023-05-31 · cs.CV · cs.AI · eess.IV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GEP4HT4L2GXFTKODZZDUNS6S6V}

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

3 papers in Pith

Towards Modality-Agnostic Medical Image Anomaly Detection: A Training-Free Manifold Refinement Approach

Semantic Iterative Reconstruction: One-Shot Universal Anomaly Detection

Towards Modality-Agnostic Medical Image Anomaly Detection: A Training-Free Manifold Refinement Approach

Receipt and verification

First computed	2026-07-05T06:15:53.370787Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

311fc3cf8bd1ae59a9c3ce4746cbd2f5457059fd4f52bf64e32333dfac9c3b1a

Aliases

arxiv: 2305.19643 · arxiv_version: 2305.19643v1 · doi: 10.48550/arxiv.2305.19643 · pith_short_12: GEP4HT4L2GXF · pith_short_16: GEP4HT4L2GXFTKOD · pith_short_8: GEP4HT4L

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/GEP4HT4L2GXFTKODZZDUNS6S6V \
  | 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: 311fc3cf8bd1ae59a9c3ce4746cbd2f5457059fd4f52bf64e32333dfac9c3b1a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7d86128eb1dd96fe61d2f8c68dac91c9c80ff8c6ad7a60fc0130073f507cb051",
    "cross_cats_sorted": [
      "cs.AI",
      "eess.IV"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-05-31T08:21:17Z",
    "title_canon_sha256": "5aa54b6861f00f6965668de1f1956c79ca1e683650cb11f6450e2e5cea9785f5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.19643",
    "kind": "arxiv",
    "version": 1
  }
}