Pith Number

pith:H26D3UBF

pith:2026:H26D3UBFKD6DNFJLGVJRBUQZ54

not attested not anchored not stored refs pending

The Diffusion Duality, Chapter II: $\Psi$-Samplers

Caglar Gulcehre, Justin Deschenaux, Subham Sekhar Sahoo

arxiv:2602.21185 v2 · 2026-02-24 · 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{H26D3UBFKD6DNFJLGVJRBUQZ54}

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

Uniform Diffusion Models Revisited: Leave-One-Out Denoiser and Absorbing State Reformulation

How to Train Your Latent Diffusion Language Model Jointly With the Latent Space

Receipt and verification

First computed	2026-05-20T00:03:06.628346Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3ebc3dd02550fc36952b355310d219ef0c5cbb7e701d805af75beb12f12abc5e

Aliases

arxiv: 2602.21185 · arxiv_version: 2602.21185v2 · doi: 10.48550/arxiv.2602.21185 · pith_short_12: H26D3UBFKD6D · pith_short_16: H26D3UBFKD6DNFJL · pith_short_8: H26D3UBF

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/H26D3UBFKD6DNFJLGVJRBUQZ54 \
  | 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: 3ebc3dd02550fc36952b355310d219ef0c5cbb7e701d805af75beb12f12abc5e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7940c8d3f4e4fea86c4cc717a0996574c5c609c8a5038ec7c5a29e4f5a9f991f",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-02-24T18:35:22Z",
    "title_canon_sha256": "74bc8f2bf86b7503d1a7d7e6b40a1e495326493091cfc8a392d217bb4373f5ec"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.21185",
    "kind": "arxiv",
    "version": 2
  }
}