Pith Number

pith:HT3P5BJP

pith:2024:HT3P5BJPD2DWHCMMX5E54RTYUR

not attested not anchored not stored refs pending

Stochastic Deep Restoration Priors for Imaging Inverse Problems

Albert Peng, Mauricio Delbracio, Peyman Milanfar, Ulugbek S. Kamilov, Weijie Gan, Yuyang Hu

arxiv:2410.02057 v1 · 2024-10-02 · eess.IV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HT3P5BJPD2DWHCMMX5E54RTYUR}

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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

NPN: Non-Linear Projections of the Null-Space for Imaging Inverse Problems

Receipt and verification

First computed	2026-07-05T09:14:59.889227Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3cf6fe852f1e8763898cbf49de4678a4531280f68b9a05a47423d33844120508

Aliases

arxiv: 2410.02057 · arxiv_version: 2410.02057v1 · doi: 10.48550/arxiv.2410.02057 · pith_short_12: HT3P5BJPD2DW · pith_short_16: HT3P5BJPD2DWHCMM · pith_short_8: HT3P5BJP

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/HT3P5BJPD2DWHCMMX5E54RTYUR \
  | 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: 3cf6fe852f1e8763898cbf49de4678a4531280f68b9a05a47423d33844120508

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5c634429c23836e8c19d6975e94a9179cd7a5cd8908b542a2e72b12a6de34c9b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2024-10-02T22:06:49Z",
    "title_canon_sha256": "4f26c90395b4c6b0b0f29d6916658eff1ea5d64bf8fcd8c27f0a94cc2fa57a77"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.02057",
    "kind": "arxiv",
    "version": 1
  }
}