Pith Number

pith:BKELIVT2

pith:2025:BKELIVT2E2O7EBJ7IXZ5YMTVKD

not attested not anchored not stored refs pending

Dynamic Search for Inference-Time Alignment in Diffusion Models

Aviv Regev, Gabriele Scalia, Masatoshi Uehara, Sergey Levine, Shuiwang Ji, Tommaso Biancalani, Xiner Li, Xingyu Su

arxiv:2503.02039 v2 · 2025-03-03 · 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{BKELIVT2E2O7EBJ7IXZ5YMTVKD}

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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

10 papers in Pith

A2D2: Fine-Tuning Any-Length Discrete Diffusion for Adaptive Decoding

SMC-ITA: Sequential Monte Carlo Inference-Time Alignment for Video-to-Audio Generation

Test-Time Scaling in Multimodal Foundation Models: A Comprehensive Survey of Generation and Reasoning

Proprio: Latent Self-Scoring and Inference-Time Refinement for Physically Plausible Video Generation

Flow-Direct: Feedback-Efficient and Reusable Guidance for Flow Models via Non-Parametric Guidance Field

Receipt and verification

First computed	2026-07-05T11:14:27.838047Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0a88b4567a269df2053f45f3dc327550f38350a3dc5dade0b13370f2a48a9551

Aliases

arxiv: 2503.02039 · arxiv_version: 2503.02039v2 · doi: 10.48550/arxiv.2503.02039 · pith_short_12: BKELIVT2E2O7 · pith_short_16: BKELIVT2E2O7EBJ7 · pith_short_8: BKELIVT2

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/BKELIVT2E2O7EBJ7IXZ5YMTVKD \
  | 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: 0a88b4567a269df2053f45f3dc327550f38350a3dc5dade0b13370f2a48a9551

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a32e6cd818c318790d8f35e3ffe5da8cf73279f8c8d30e5168d717f43c588fc0",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-03-03T20:32:05Z",
    "title_canon_sha256": "8df22ed4ba53feb0b2ee8d31659fe191227396415019792c9dbc8e0a4ce877d0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.02039",
    "kind": "arxiv",
    "version": 2
  }
}