Pith Number

pith:UOQG7MMR

pith:2023:UOQG7MMR6Z2U7WXZTSYDBMAYZY

not attested not anchored not stored refs pending

Particle Guidance: non-I.I.D. Diverse Sampling with Diffusion Models

Gabriele Corso, Regina Barzilay, Tommi Jaakkola, Valentin De Bortoli, Yilun Xu

arxiv:2310.13102 v2 · 2023-10-19 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UOQG7MMR6Z2U7WXZTSYDBMAYZY}

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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

Don't Settle at the Mode! Mitigating Diversity Collapse in Pretrained Flow Models via Feature Self-Guidance

Semantic Browsing: Controllable Diversity for Image Generation

Breaking the Lock-in: Diversifying Text-to-Image Generation via Representation Modulation

It's Never Too Late: Noise Optimization for Collapse Recovery in Trained Diffusion Models

STRIDE: Training-Free Diversity Guidance via PCA-Directed Feature Perturbation in Single-Step Diffusion Models

Receipt and verification

First computed	2026-07-05T07:16:01.445147Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a3a06fb191f6754fdaf99cb030b018ce1237086b398cfbaeb2150f45aa144c77

Aliases

arxiv: 2310.13102 · arxiv_version: 2310.13102v2 · doi: 10.48550/arxiv.2310.13102 · pith_short_12: UOQG7MMR6Z2U · pith_short_16: UOQG7MMR6Z2U7WXZ · pith_short_8: UOQG7MMR

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/UOQG7MMR6Z2U7WXZTSYDBMAYZY \
  | 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: a3a06fb191f6754fdaf99cb030b018ce1237086b398cfbaeb2150f45aa144c77

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ce9ce7c7af818d54f21735d98a1b27e688613196d57808cb9dd0e39f7ad2ae93",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-19T19:01:00Z",
    "title_canon_sha256": "bc2849fabea181a03f78868fb2d281c4a98f24c92698749211c70abea90043eb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.13102",
    "kind": "arxiv",
    "version": 2
  }
}