Pith Number

pith:NAPOKDD6

pith:2024:NAPOKDD64TS34G4W3OGK24CE2D

not attested not anchored not stored refs pending

Diffusion-based Data Augmentation and Knowledge Distillation with Generated Soft Labels Solving Data Scarcity Problems of SAR Oil Spill Segmentation

Jaeho Moon, Jaehyun Kim, Jaehyup Lee, Jeonghwan Yun, Munchurl Kim

arxiv:2412.08116 v2 · 2024-12-11 · 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{NAPOKDD64TS34G4W3OGK24CE2D}

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	2026-07-05T10:33:07.345901Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

681ee50c7ee4e5be1b96db8cad7044d0e58247f06bec570c646931a8d01eb39b

Aliases

arxiv: 2412.08116 · arxiv_version: 2412.08116v2 · doi: 10.48550/arxiv.2412.08116 · pith_short_12: NAPOKDD64TS3 · pith_short_16: NAPOKDD64TS34G4W · pith_short_8: NAPOKDD6

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/NAPOKDD64TS34G4W3OGK24CE2D \
  | 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: 681ee50c7ee4e5be1b96db8cad7044d0e58247f06bec570c646931a8d01eb39b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "70d265d7cba7f54a162f5260b589dc6d9754bbb18d254d4e44566d11645a70aa",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-11T05:50:33Z",
    "title_canon_sha256": "d002a3508a6cdaabda1831d69a545ba6c5cac5779f42c514c6e4b5a507e415cd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.08116",
    "kind": "arxiv",
    "version": 2
  }
}