Pith Number

pith:QOE5ACTB

pith:2023:QOE5ACTBNZSG7SSV66ZM45KQST

not attested not anchored not stored refs pending

Non-Denoising Forward-Time Diffusions

Stefano Peluchetti

arxiv:2312.14589 v1 · 2023-12-22 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QOE5ACTBNZSG7SSV66ZM45KQST}

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

10 papers in Pith

A Stabilized Path-Space Approach to Diffusion-Based Posterior Sampling

Notes on generative modeling: flow matching, diffusion, optimal transport and Schr{\"o}dinger bridge

Introduction to Stochastic Differential Equations for Generative Machine Learning: A Variational Perspective

Variational Optimality of F\"ollmer Processes in Generative Diffusions

Random-Bridges as Stochastic Transports for Generative Models

Receipt and verification

First computed	2026-07-05T07:27:17.420204Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8389d00a616e646fca55f7b2ce755094c6c020ea369d0a972a10134948cc9798

Aliases

arxiv: 2312.14589 · arxiv_version: 2312.14589v1 · doi: 10.48550/arxiv.2312.14589 · pith_short_12: QOE5ACTBNZSG · pith_short_16: QOE5ACTBNZSG7SSV · pith_short_8: QOE5ACTB

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/QOE5ACTBNZSG7SSV66ZM45KQST \
  | 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: 8389d00a616e646fca55f7b2ce755094c6c020ea369d0a972a10134948cc9798

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e78222a62dffea3391790e6677eacbfbc2d95e7e5dfbb2b62ce70b6cf91c9921",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-12-22T10:26:31Z",
    "title_canon_sha256": "47a11a154f4416deec6c11d3983fac64bd68bdf00f0ddbc0101a73fbe950c578"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.14589",
    "kind": "arxiv",
    "version": 1
  }
}