Pith Number

pith:HDZORS6A

pith:2024:HDZORS6AXBSBPL7GQDOEATEJHU

not attested not anchored not stored refs pending

UNSURE: self-supervised learning with Unknown Noise level and Stein's Unbiased Risk Estimate

Juli\'an Tachella, Laurent Jacques, Mike Davies

arxiv:2409.01985 v4 · 2024-09-03 · stat.ML · cs.LG · eess.SP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HDZORS6AXBSBPL7GQDOEATEJHU}

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

Self-Supervised Conformal Prediction with Equivariant Bootstrapping for Image Uncertainty Quantification

Equivariance2Inverse: A Practical Self-Supervised CT Reconstruction Method Benchmarked on Real, Limited-Angle, and Blurred Data

Perspective-Equivariant Fine-tuning for Multispectral Demosaicing without Ground Truth

Receipt and verification

First computed	2026-07-05T10:12:48.675478Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

38f2e8cbc0b86417afe680dc404c893d2907df8e93776583ba8b8dabcfa9c46e

Aliases

arxiv: 2409.01985 · arxiv_version: 2409.01985v4 · doi: 10.48550/arxiv.2409.01985 · pith_short_12: HDZORS6AXBSB · pith_short_16: HDZORS6AXBSBPL7G · pith_short_8: HDZORS6A

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/HDZORS6AXBSBPL7GQDOEATEJHU \
  | 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: 38f2e8cbc0b86417afe680dc404c893d2907df8e93776583ba8b8dabcfa9c46e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bf26e8f3ef054681853ef9adbebfffec137a5c28b1e84b5087ca3e8ccc463d55",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.SP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-09-03T15:26:51Z",
    "title_canon_sha256": "e6eb3c75a3b42a65fc2670e110b0b813e89cfdd16ec1c2c8d4f6e85585662a4b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.01985",
    "kind": "arxiv",
    "version": 4
  }
}