Pith Number

pith:QIOXRJZ7

pith:2024:QIOXRJZ7P5SLFAMDVRIJKITCSX

not attested not anchored not stored refs pending

Adding Conditional Control to Diffusion Models with Reinforcement Learning

Ehsan Hajiramezanali, Gabriele Scalia, Masatoshi Uehara, Sergey Levine, Sunyuan Kung, Tommaso Biancalani, Yulai Zhao

arxiv:2406.12120 v3 · 2024-06-17 · 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{QIOXRJZ7P5SLFAMDVRIJKITCSX}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

Self-Improving Tabular Language Models via Iterative Reward-Guided Post-Training

Receipt and verification

First computed	2026-07-05T10:18:38.342979Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

821d78a73f7f64b28183ac5095226295f7c36a304fa3b07d0b0480306586e233

Aliases

arxiv: 2406.12120 · arxiv_version: 2406.12120v3 · doi: 10.48550/arxiv.2406.12120 · pith_short_12: QIOXRJZ7P5SL · pith_short_16: QIOXRJZ7P5SLFAMD · pith_short_8: QIOXRJZ7

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/QIOXRJZ7P5SLFAMDVRIJKITCSX \
  | 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: 821d78a73f7f64b28183ac5095226295f7c36a304fa3b07d0b0480306586e233

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "94175793a626b224af49a46e7db6636b33f82e1440314cb0292d22372571b564",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-17T22:00:26Z",
    "title_canon_sha256": "7cc39869bfc1d25e081afa9bf8fa206a1aba42846924f05f32f076e381d3c01f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.12120",
    "kind": "arxiv",
    "version": 3
  }
}