Pith Number

pith:CZ6EL7JC

pith:2025:CZ6EL7JCVVXAZRVJ5KCH2KSXI7

not attested not anchored not stored refs pending

Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking

Brian Karrer, Daniel Severo, Heli Ben-Hamu, Itai Gat, Niklas Nolte

arxiv:2505.24857 v1 · 2025-05-30 · 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{CZ6EL7JCVVXAZRVJ5KCH2KSXI7}

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

12 papers in Pith

Fast-dLLM++: Fr\'{e}chet Profile Decoding for Faster Diffusion LLM Inference

Backdooring Masked Diffusion Language Models

Adaptive Order Policies for Masked Diffusion

PulseCol: Periodically Refreshed Column-Sparse Attention for Accelerating Diffusion Language Models

Backdooring Masked Diffusion Language Models

Receipt and verification

First computed	2026-07-05T11:12:57.897584Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

167c45fd22ad6e0cc6a9ea847d2a5747d5db2252a3292120f78a001111eaaaee

Aliases

arxiv: 2505.24857 · arxiv_version: 2505.24857v1 · doi: 10.48550/arxiv.2505.24857 · pith_short_12: CZ6EL7JCVVXA · pith_short_16: CZ6EL7JCVVXAZRVJ · pith_short_8: CZ6EL7JC

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/CZ6EL7JCVVXAZRVJ5KCH2KSXI7 \
  | 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: 167c45fd22ad6e0cc6a9ea847d2a5747d5db2252a3292120f78a001111eaaaee

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1b8088ad5d5b094a132474033fa741d5dc4fbb4f4db7da96ab3da81529c727ae",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-30T17:52:55Z",
    "title_canon_sha256": "8617a5b6b1a1489d5654497e168c70c7a869d1bdc553f287cb69235b936498ba"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.24857",
    "kind": "arxiv",
    "version": 1
  }
}