Pith Number

pith:SMGVAPLP

pith:2025:SMGVAPLPGEE5MJ326BNHXCI22R

not attested not anchored not stored refs pending

Test-Time Scaling of Diffusion Models via Noise Trajectory Search

Morteza Mardani, Vignav Ramesh

arxiv:2506.03164 v2 · 2025-05-24 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SMGVAPLPGEE5MJ326BNHXCI22R}

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

5 papers in Pith

NoiseTilt: Noise-Tilted Reverse Kernels for Diffusion Reward Alignment

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

NoiseTilt: Noise-Tilted Reverse Kernels for Diffusion Reward Alignment

Contrastive Distribution Matching for Amortized Sequential Monte Carlo in Discrete Diffusion

Stream-T1: Test-Time Scaling for Streaming Video Generation

Receipt and verification

First computed	2026-07-05T12:06:13.338674Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

930d503d6f3109d6277af05a7b891ad4561379923ea8c8a6cff6f19ea45dbda1

Aliases

arxiv: 2506.03164 · arxiv_version: 2506.03164v2 · doi: 10.48550/arxiv.2506.03164 · pith_short_12: SMGVAPLPGEE5 · pith_short_16: SMGVAPLPGEE5MJ32 · pith_short_8: SMGVAPLP

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/SMGVAPLPGEE5MJ326BNHXCI22R \
  | 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: 930d503d6f3109d6277af05a7b891ad4561379923ea8c8a6cff6f19ea45dbda1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c7ab5ad633bc80f2d799656a71b2d8c17a8bf16f1f790e423b421c0dce832f2e",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-24T19:13:29Z",
    "title_canon_sha256": "3b20ccbe1bb13cb7639d99e9734725363be075a3fb9faf48a391b7e45ad06bb8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.03164",
    "kind": "arxiv",
    "version": 2
  }
}