Pith Number

pith:AJBYLOUT

pith:2025:AJBYLOUT7GTNYQBDNRBFBKF7A6

not attested not anchored not stored refs pending

GAUDA: Generative Adaptive Uncertainty-guided Diffusion-based Augmentation for Surgical Segmentation

Anirban Mukhopadhyay, Christina Bornberg, Moritz Fuchs, Yannik Frisch

arxiv:2501.10819 v1 · 2025-01-18 · 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{AJBYLOUT7GTNYQBDNRBFBKF7A6}

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.

Receipt and verification

First computed	2026-07-05T11:29:54.164757Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

024385ba93f9a6dc40236c4250a8bf07b6d9ce84cf1e003fcab50ccbed93a042

Aliases

arxiv: 2501.10819 · arxiv_version: 2501.10819v1 · doi: 10.48550/arxiv.2501.10819 · pith_short_12: AJBYLOUT7GTN · pith_short_16: AJBYLOUT7GTNYQBD · pith_short_8: AJBYLOUT

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/AJBYLOUT7GTNYQBDNRBFBKF7A6 \
  | 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: 024385ba93f9a6dc40236c4250a8bf07b6d9ce84cf1e003fcab50ccbed93a042

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "357ee9c76b21a52e7c455f608027315b50280041ac6098971655ce92ffb80530",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-01-18T16:40:53Z",
    "title_canon_sha256": "7723bf66d3cca0dd4fd2447ecc0f9d3e293db9d2f9b6f29dcc0e9eb1e98efae9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.10819",
    "kind": "arxiv",
    "version": 1
  }
}