Pith Number

pith:62OHN355

pith:2024:62OHN355X5OGPSLIG3NWWXBOMW

not attested not anchored not stored refs pending

Bridging Model-Based Optimization and Generative Modeling via Conservative Fine-Tuning of Diffusion Models

Avantika Lal, Ehsan Hajiramezanali, Gabriele Scalia, G\"okcen Eraslan, Masatoshi Uehara, Sergey Levine, Tommaso Biancalani, Yulai Zhao

arxiv:2405.19673 v2 · 2024-05-30 · cs.LG · cs.AI · 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{62OHN355X5OGPSLIG3NWWXBOMW}

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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

1 paper in Pith

Offline Materials Optimization with CliqueFlowmer

Receipt and verification

First computed	2026-07-05T08:25:55.085974Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f69c76efbdbf5c67c96836db6b5c2e659e9393af7e48f6abe95f717ec8670638

Aliases

arxiv: 2405.19673 · arxiv_version: 2405.19673v2 · doi: 10.48550/arxiv.2405.19673 · pith_short_12: 62OHN355X5OG · pith_short_16: 62OHN355X5OGPSLI · pith_short_8: 62OHN355

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/62OHN355X5OGPSLIG3NWWXBOMW \
  | 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: f69c76efbdbf5c67c96836db6b5c2e659e9393af7e48f6abe95f717ec8670638

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6847e6f866bbd649c2576048ad235aaa7a8c0ea45b049701bc79f23e420ad6e9",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-30T03:57:29Z",
    "title_canon_sha256": "c83133c1d0d9f68016d61634420c8486e47365daff9a63d83b3e628482aac733"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.19673",
    "kind": "arxiv",
    "version": 2
  }
}