Pith Number

pith:BPEYYDR2

pith:2025:BPEYYDR2PZT2KDHN5S2T4YRMEM

not attested not anchored not stored refs pending

Navigating the Exploration-Exploitation Tradeoff in Inference-Time Scaling of Diffusion Models

Hiroyuki Kasai, Jianming Huang, Xun Su, Yang Yusen, Zhongxi Fang

arxiv:2508.12361 v1 · 2025-08-17 · cs.LG · cs.AI · math.ST · stat.TH

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BPEYYDR2PZT2KDHN5S2T4YRMEM}

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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

Iterative Inference-time Scaling with Adaptive Frequency Steering for Image Super-Resolution

Receipt and verification

First computed	2026-07-05T11:55:04.333220Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0bc98c0e3a7e67a50cedecb53e622c2335c83651d02a571423f65f564b439f2b

Aliases

arxiv: 2508.12361 · arxiv_version: 2508.12361v1 · doi: 10.48550/arxiv.2508.12361 · pith_short_12: BPEYYDR2PZT2 · pith_short_16: BPEYYDR2PZT2KDHN · pith_short_8: BPEYYDR2

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/BPEYYDR2PZT2KDHN5S2T4YRMEM \
  | 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: 0bc98c0e3a7e67a50cedecb53e622c2335c83651d02a571423f65f564b439f2b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5736ca427612f689fc232fa16bc05e8c1a60093bf94aeb77ffad5b2016d9cb3b",
    "cross_cats_sorted": [
      "cs.AI",
      "math.ST",
      "stat.TH"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-17T13:35:38Z",
    "title_canon_sha256": "f94a0cbb2c858fa4fdb1f2a3a6b7af405db3530936847f55e9bd4980ce1bd64e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.12361",
    "kind": "arxiv",
    "version": 1
  }
}