Pith Number

pith:E2IARPAM

pith:2025:E2IARPAM3W54MNTCFKE7HGNWMK

not attested not anchored not stored refs pending

CHEM: Estimating and Understanding Hallucinations in Deep Learning for Image Processing

Gitta Kutyniok, Ines Rosellon-Inclan, Jean-Luc Starck, Jianfei Li

arxiv:2512.09806 v2 · 2025-12-10 · cs.CV · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{E2IARPAM3W54MNTCFKE7HGNWMK}

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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

On Hallucinations in Inverse Problems: Fundamental Limits and Provable Assessment Methods

Receipt and verification

First computed	2026-05-21T01:05:13.156947Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

269008bc0cddbbc636622a89f399b6629495c1e0ca3aa7c5e372497e4289dd51

Aliases

arxiv: 2512.09806 · arxiv_version: 2512.09806v2 · doi: 10.48550/arxiv.2512.09806 · pith_short_12: E2IARPAM3W54 · pith_short_16: E2IARPAM3W54MNTC · pith_short_8: E2IARPAM

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/E2IARPAM3W54MNTCFKE7HGNWMK \
  | 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: 269008bc0cddbbc636622a89f399b6629495c1e0ca3aa7c5e372497e4289dd51

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0c15e0ce932b87a471f4fef1fcedb01379cc6db1f0d0c22f65f9858014da15d7",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-12-10T16:20:00Z",
    "title_canon_sha256": "bcbb6b396d2d7427598f10c7faba7c09f6c7a0e270355c239df6c6e5705e6cad"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2512.09806",
    "kind": "arxiv",
    "version": 2
  }
}