Pith Number

pith:CMWQA5HI

pith:2025:CMWQA5HIPG2XZZ6SPNLMRFEMZ4

not attested not anchored not stored refs pending

Diffusion models for inverse problems

Hyungjin Chung, Jeongsol Kim, Jong Chul Ye

arxiv:2508.01975 v1 · 2025-08-04 · cs.LG · stat.ML

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\usepackage{pith}
\pithnumber{CMWQA5HIPG2XZZ6SPNLMRFEMZ4}

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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

6 papers in Pith

Flow Map Denoisers: Traversing the Distortion-Perception Plane for Inverse Problems

A Principled Self-Referenced Early Stopping Approach for Deep Image Prior

Fast and Robust Diffusion Posterior Sampling for MR Image Reconstruction Using the Preconditioned Unadjusted Langevin Algorithm

Efficient Zero-Shot Inpainting with Decoupled Diffusion Guidance

Expressivity of Bi-Lipschitz Normalizing Flows: A Score-Based Diffusion Perspective

Receipt and verification

First computed	2026-07-05T11:47:48.892051Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

132d0074e879b57ce7d27b56c8948ccf2dc13f153f1d0cd83ffc4eb2d11754ae

Aliases

arxiv: 2508.01975 · arxiv_version: 2508.01975v1 · doi: 10.48550/arxiv.2508.01975 · pith_short_12: CMWQA5HIPG2X · pith_short_16: CMWQA5HIPG2XZZ6S · pith_short_8: CMWQA5HI

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/CMWQA5HIPG2XZZ6SPNLMRFEMZ4 \
  | 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: 132d0074e879b57ce7d27b56c8948ccf2dc13f153f1d0cd83ffc4eb2d11754ae

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "75de732a62c84441fdee42ad64342dcc5661a6034e55630cfd635b0f3cc3f468",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-04T01:26:06Z",
    "title_canon_sha256": "64e9bfa1319b8d226eefa1bdbb7281021f5cc2c6c563f158e485f251b7291a8b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.01975",
    "kind": "arxiv",
    "version": 1
  }
}