Pith Number

pith:JYJP5AEQ

pith:2023:JYJP5AEQK3FSQXUSHKUVJD4FYA

not attested not anchored not stored refs pending

Guided Reconstruction with Conditioned Diffusion Models for Unsupervised Anomaly Detection in Brain MRIs

Alexander Schlaefer, Debayan Bhattacharya, Finn Behrendt, Julia Kr\"uger, Lennart Maack, Robin Mieling, Roland Opfer

arxiv:2312.04215 v2 · 2023-12-07 · eess.IV · 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{JYJP5AEQK3FSQXUSHKUVJD4FYA}

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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

RASALoRE: Region Aware Spatial Attention with Location-based Random Embeddings for Weakly Supervised Anomaly Detection in Brain MRI Scans

Receipt and verification

First computed	2026-07-05T10:04:10.907304Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4e12fe809056cb285e923aa9548f85c01bbe45096d2bf3c31f7918598450edc6

Aliases

arxiv: 2312.04215 · arxiv_version: 2312.04215v2 · doi: 10.48550/arxiv.2312.04215 · pith_short_12: JYJP5AEQK3FS · pith_short_16: JYJP5AEQK3FSQXUS · pith_short_8: JYJP5AEQ

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/JYJP5AEQK3FSQXUSHKUVJD4FYA \
  | 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: 4e12fe809056cb285e923aa9548f85c01bbe45096d2bf3c31f7918598450edc6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9892ca9bd3497792099e6b5cca45315b9b88c1e9643c24b506d83510dd62dab5",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2023-12-07T11:03:42Z",
    "title_canon_sha256": "bc484fe051fda63ee32a45330aebbcc0aa193ea2c42c67fc5fd649d5378cbb62"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.04215",
    "kind": "arxiv",
    "version": 2
  }
}