Pith Number

pith:I2QLG7LC

pith:2026:I2QLG7LCKME6CBNFWKIAY25I66

not attested not anchored not stored refs pending

Noise Scheduling as Information-Guided Allocation in Diffusion Training

Bac Nguyen, Chieh-Hsin Lai, Dejan Stancevic, Gabriel Raya, Georgios Batzolis, Luca Ambrogioni, Naoki Murata, Yuhta Takida, Yuki Mitsufuji

arxiv:2602.18647 v2 · 2026-02-20 · cs.LG · cs.AI · cs.CV · cs.IT · math.IT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{I2QLG7LCKME6CBNFWKIAY25I66}

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

2 papers in Pith

NoiseRater: Meta-Learned Noise Valuation for Diffusion Model Training

Towards Closing the Autoregressive Gap in Language Modeling via Entropy-Gated Continuous Bitstream Diffusion

Receipt and verification

First computed	2026-05-28T01:05:11.951873Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

46a0b37d625309e105a5b2900c6ba8f7a112d02b60407b3b59d7f8e40f8c656d

Aliases

arxiv: 2602.18647 · arxiv_version: 2602.18647v2 · doi: 10.48550/arxiv.2602.18647 · pith_short_12: I2QLG7LCKME6 · pith_short_16: I2QLG7LCKME6CBNF · pith_short_8: I2QLG7LC

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/I2QLG7LCKME6CBNFWKIAY25I66 \
  | 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: 46a0b37d625309e105a5b2900c6ba8f7a112d02b60407b3b59d7f8e40f8c656d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2900da899b6e59294bcc22e92fe20d671b0bca4d1e892dce3fcb87ccf72809cd",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.IT",
      "math.IT"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-02-20T22:45:01Z",
    "title_canon_sha256": "24493bf0a4da02ad67b629a45d31a32b64c2c2aa70fe90fb2cca16ad8b32be4a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.18647",
    "kind": "arxiv",
    "version": 2
  }
}