Pith Number

pith:NPHUYEC7

pith:2025:NPHUYEC7KC5CWDEDWYKOOF3LWO

not attested not anchored not stored refs pending

Debiasing Guidance for Discrete Diffusion with Sequential Monte Carlo

Cheuk Kit Lee, Francisco Vargas, Jes Frellsen, Michael Samuel Albergo, Paul Jeha, Pietro Lio

arxiv:2502.06079 v3 · 2025-02-10 · 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{NPHUYEC7KC5CWDEDWYKOOF3LWO}

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

6 papers in Pith

Sequentially-Controlled Interactive Multi-Particle Flow-Maps for Online Feedback-Driven Search

Adaptive Order Policies for Masked Diffusion

Contrastive Distribution Matching for Amortized Sequential Monte Carlo in Discrete Diffusion

Simple Approximation and Derivative Free Inference-Time Scaling for Diffusion Models via Sequential Monte Carlo on Path Measures

Efficient Inference for Coupled Hidden Markov Models in Continuous Time and Discrete Space

Receipt and verification

First computed	2026-07-05T12:02:40.477269Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6bcf4c105f50ba2b0c83b614e7176bb381fc493d52429701f07c145d7a064a08

Aliases

arxiv: 2502.06079 · arxiv_version: 2502.06079v3 · doi: 10.48550/arxiv.2502.06079 · pith_short_12: NPHUYEC7KC5C · pith_short_16: NPHUYEC7KC5CWDED · pith_short_8: NPHUYEC7

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/NPHUYEC7KC5CWDEDWYKOOF3LWO \
  | 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: 6bcf4c105f50ba2b0c83b614e7176bb381fc493d52429701f07c145d7a064a08

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "25606ba73a64f5a936f7b1ddf30c8325798fde8dfeca4908bd802e5e3bca298a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-10T00:27:54Z",
    "title_canon_sha256": "86c9268b5a36b25f66df14f3c1088825393a7df88d5b63fff7e8cce40eed5d29"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.06079",
    "kind": "arxiv",
    "version": 3
  }
}