Pith Number

pith:LS5Q64AG

pith:2022:LS5Q64AGUVPDWM6GUYYBCC2T45

not attested not anchored not stored refs pending

Diffusion-GAN: Training GANs with Diffusion

Huangjie Zheng, Mingyuan Zhou, Pengcheng He, Weizhu Chen, Zhendong Wang

arxiv:2206.02262 v4 · 2022-06-05 · cs.LG · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LS5Q64AGUVPDWM6GUYYBCC2T45}

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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

5 papers in Pith

SpiS-GAN: Spiral-Modulated Handwriting Synthesis with Star Operation

DPM-Solver++: Fast Solver for Guided Sampling of Diffusion Probabilistic Models

Diffusion Policies as an Expressive Policy Class for Offline Reinforcement Learning

Efficient Diffusion Distillation via Embedding Loss

Pairing Regularization for Mitigating Many-to-One Collapse in GANs

Receipt and verification

First computed	2026-07-05T06:44:46.203341Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5cbb0f7006a55e3b33c6a630110b53e74e6e14bad3e441b9ce1d69ddcb6cac18

Aliases

arxiv: 2206.02262 · arxiv_version: 2206.02262v4 · doi: 10.48550/arxiv.2206.02262 · pith_short_12: LS5Q64AGUVPD · pith_short_16: LS5Q64AGUVPDWM6G · pith_short_8: LS5Q64AG

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/LS5Q64AGUVPDWM6GUYYBCC2T45 \
  | 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: 5cbb0f7006a55e3b33c6a630110b53e74e6e14bad3e441b9ce1d69ddcb6cac18

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "935f078495235ce115565c70f4f8cec70a0e2a31dae6e2efe5a00c69cadb2638",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-06-05T20:45:01Z",
    "title_canon_sha256": "7cc8734804ba650595ac55cf860970bfa001b5d6317cded31747aed83df2e278"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.02262",
    "kind": "arxiv",
    "version": 4
  }
}