Pith Number

pith:QIAPIHEY

pith:2023:QIAPIHEY6GMCGL7XIGWTSYB23E

not attested not anchored not stored refs pending

Aligning Optimization Trajectories with Diffusion Models for Constrained Design Generation

Akash Srivastava, Faez Ahmed, Giorgio Giannone, Ole Winther

arxiv:2305.18470 v1 · 2023-05-29 · cs.LG · cs.CE · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QIAPIHEY6GMCGL7XIGWTSYB23E}

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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

2 papers in Pith

Global Convergence of Sampling-Based Nonconvex Optimization through Diffusion-Style Smoothing

GLUE: Coordinating Pre-Trained Generative Models for System-Level Design

Receipt and verification

First computed	2026-07-05T06:16:50.885469Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8200f41c98f198232ff741ad39603ad90a620af6350cf7773dca27d850d8e50e

Aliases

arxiv: 2305.18470 · arxiv_version: 2305.18470v1 · doi: 10.48550/arxiv.2305.18470 · pith_short_12: QIAPIHEY6GMC · pith_short_16: QIAPIHEY6GMCGL7X · pith_short_8: QIAPIHEY

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/QIAPIHEY6GMCGL7XIGWTSYB23E \
  | 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: 8200f41c98f198232ff741ad39603ad90a620af6350cf7773dca27d850d8e50e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6f066da285481ba453262f5a25291bd048726321214acd6debc1ee7dfabc1a60",
    "cross_cats_sorted": [
      "cs.CE",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-29T09:16:07Z",
    "title_canon_sha256": "ec2b3b9e322ab72c9d8d807984cb7c17345076061813cf823fc62b8e67443653"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.18470",
    "kind": "arxiv",
    "version": 1
  }
}