Pith. sign in
Pith Number

pith:SFHQCV7U

pith:2024:SFHQCV7U2C3UOQTGRZHPR5VWSD
not attested not anchored not stored refs pending

Diffusion Model Guided Sampling with Pixel-Wise Aleatoric Uncertainty Estimation

Michele De Vita, Vasileios Belagiannis

arxiv:2412.00205 v1 · 2024-11-29 · cs.CV · cs.LG · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{SFHQCV7U2C3UOQTGRZHPR5VWSD}

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 2026-07-05T09:42:37.377599Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

914f0157f4d0b74742668e4ef8f6b690e98bc86c23acd953ab0133634a6adc60

Aliases

arxiv: 2412.00205 · arxiv_version: 2412.00205v1 · doi: 10.48550/arxiv.2412.00205 · pith_short_12: SFHQCV7U2C3U · pith_short_16: SFHQCV7U2C3UOQTG · pith_short_8: SFHQCV7U
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/SFHQCV7U2C3UOQTGRZHPR5VWSD \
  | 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: 914f0157f4d0b74742668e4ef8f6b690e98bc86c23acd953ab0133634a6adc60
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "10503f9fcd1124b64b04fd6106bf16fdfef9b068ed4d5e1fc57e069354b5260a",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-11-29T19:02:08Z",
    "title_canon_sha256": "1b0a5ff17711a5ac3e5bb2bd32930716b026a5e4374db37783ee479cd9cdfc30"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.00205",
    "kind": "arxiv",
    "version": 1
  }
}