Pith Number

pith:IRCKWYLC

pith:2022:IRCKWYLC2J3HNDIR5AW7IQPMQ2

not attested not anchored not stored refs pending

Improving Diffusion Models for Inverse Problems using Manifold Constraints

Byeongsu Sim, Dohoon Ryu, Hyungjin Chung, Jong Chul Ye

arxiv:2206.00941 v3 · 2022-06-02 · cs.LG · cs.AI · cs.CV · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IRCKWYLC2J3HNDIR5AW7IQPMQ2}

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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

2 papers in Pith

A Review of Diffusion-based Simulation-Based Inference: Foundations and Applications in Non-Ideal Data Scenarios

Diffusion Posterior Sampling for General Noisy Inverse Problems

Receipt and verification

First computed	2026-07-05T08:20:48.898797Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4444ab6162d276768d11e82df441ec86bf0afac3b4ec9188dda69bb99056cce3

Aliases

arxiv: 2206.00941 · arxiv_version: 2206.00941v3 · doi: 10.48550/arxiv.2206.00941 · pith_short_12: IRCKWYLC2J3H · pith_short_16: IRCKWYLC2J3HNDIR · pith_short_8: IRCKWYLC

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/IRCKWYLC2J3HNDIR5AW7IQPMQ2 \
  | 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: 4444ab6162d276768d11e82df441ec86bf0afac3b4ec9188dda69bb99056cce3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d3bc12925a08a1e42d523bc7e72050bdb77cf1e5f0db87aa21eb4b81f3eb6c46",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-06-02T09:06:10Z",
    "title_canon_sha256": "ea00563132a1ff1d27f86565ed5c4d086f32f6090f88b8c441dd98c2dd7dc99b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.00941",
    "kind": "arxiv",
    "version": 3
  }
}