Pith Number

pith:I3EQA4UO

pith:2022:I3EQA4UODDVIZADJOEGIQF42PJ

not attested not anchored not stored refs pending

Let us Build Bridges: Understanding and Extending Diffusion Generative Models

Lemeng Wu, Mao Ye, Qiang Liu, Xingchao Liu

arxiv:2208.14699 v1 · 2022-08-31 · cs.LG · cs.CV

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{I3EQA4UODDVIZADJOEGIQF42PJ}

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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

8 papers in Pith

Scalable Maximum Entropy Reinforcement Learning for Diffusion Policies via Adjoint Matching

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

Noise Schedule Design for Diffusion Models: An Optimal Control Perspective

Rectified Flow: A Marginal Preserving Approach to Optimal Transport

ABC: Any-Subset Autoregression via Non-Markovian Diffusion Bridges in Continuous Time and Space

Receipt and verification

First computed	2026-07-05T04:53:33.556616Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

46c900728e18ea8c8069710c88179a7a69539f4d98b9099a085316fcbd2ac320

Aliases

arxiv: 2208.14699 · arxiv_version: 2208.14699v1 · doi: 10.48550/arxiv.2208.14699 · pith_short_12: I3EQA4UODDVI · pith_short_16: I3EQA4UODDVIZADJ · pith_short_8: I3EQA4UO

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/I3EQA4UODDVIZADJOEGIQF42PJ \
  | 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: 46c900728e18ea8c8069710c88179a7a69539f4d98b9099a085316fcbd2ac320

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8186d8d2e86d76f7f05d9c3c77ebee98ee84652b8894c3f69f7def0ace3613b0",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-08-31T08:58:10Z",
    "title_canon_sha256": "5b67a75b2e388f17e48c01404ba1f8b83eb26174cbfbb459ece8b328d9b4753a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2208.14699",
    "kind": "arxiv",
    "version": 1
  }
}