Pith Number

pith:FIT3V26Q

pith:2025:FIT3V26QTXAUY2OE6CLKPFSPXH

not attested not anchored not stored refs pending

A General Framework for Inference-time Scaling and Steering of Diffusion Models

Kathleen McKeown, Mengye Ren, Raghav Singhal, Rajesh Ranganath, Ryan Teehan, Zachary Horvitz, Zhou Yu

arxiv:2501.06848 v5 · 2025-01-12 · cs.LG · cs.CL · 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{FIT3V26QTXAUY2OE6CLKPFSPXH}

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

42 papers in Pith

Inference-Time Robot Behavior Steering through Physically-Aware Reconfiguration of Task-Structure

BayesFP: Posterior Estimation for Flow-Based Policies via Feynman-Kac Sampling

Atomistic Language Models Understand and Generate Materials

NoiseTilt: Noise-Tilted Reverse Kernels for Diffusion Reward Alignment

Improving Robotic Generalist Policies via Flow Reversal Steering

Receipt and verification

First computed	2026-07-05T11:39:06.512909Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2a27baebd09dc14c69c4f096a7964fb9e613559e5dea8dc674c7af8e381b89d1

Aliases

arxiv: 2501.06848 · arxiv_version: 2501.06848v5 · doi: 10.48550/arxiv.2501.06848 · pith_short_12: FIT3V26QTXAU · pith_short_16: FIT3V26QTXAUY2OE · pith_short_8: FIT3V26Q

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/FIT3V26QTXAUY2OE6CLKPFSPXH \
  | 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: 2a27baebd09dc14c69c4f096a7964fb9e613559e5dea8dc674c7af8e381b89d1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9f1a8fd8160d6356fdbae54e440f05b6ea4175405b82fd0122c2f55e38135030",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-12T15:34:24Z",
    "title_canon_sha256": "7b07b4ce9ad4abe83a88076c7e68885c1fab993210f8ec7d77546056eec4af0b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.06848",
    "kind": "arxiv",
    "version": 5
  }
}