Pith Number

pith:WJ2VY2CE

pith:2023:WJ2VY2CEWJR3MZSOJI6WIHNAZL

not attested not anchored not stored refs pending

GSURE-Based Diffusion Model Training with Corrupted Data

Bahjat Kawar, Michael Elad, Noam Elata, Tomer Michaeli

arxiv:2305.13128 v2 · 2023-05-22 · eess.IV · cs.CV · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WJ2VY2CEWJR3MZSOJI6WIHNAZL}

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

2 papers in Pith

Ambient Diffusion Policy: Imitation Learning from Suboptimal Data in Robotics

Christoffel-DPS: Optimal sensor placement in diffusion posterior sampling for arbitrary distributions

Receipt and verification

First computed	2026-07-05T08:31:40.018063Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b2755c6844b263b6664e4a3d641da0cae23e72e2212f5cd02e8d1ec1e9a26d8e

Aliases

arxiv: 2305.13128 · arxiv_version: 2305.13128v2 · doi: 10.48550/arxiv.2305.13128 · pith_short_12: WJ2VY2CEWJR3 · pith_short_16: WJ2VY2CEWJR3MZSO · pith_short_8: WJ2VY2CE

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/WJ2VY2CEWJR3MZSOJI6WIHNAZL \
  | 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: b2755c6844b263b6664e4a3d641da0cae23e72e2212f5cd02e8d1ec1e9a26d8e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5138f822e9487280678b910a88fde021ab20fbcc6a7631276d99acceff8e6890",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2023-05-22T15:27:20Z",
    "title_canon_sha256": "03212a4e8e9480e1bf414c99355a7f50b6a9cdbac53dbfd9c7555c48550be413"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.13128",
    "kind": "arxiv",
    "version": 2
  }
}