Pith Number

pith:4KGTWBJG

pith:2024:4KGTWBJGTI3ERLYPRIZON6CAAO

not attested not anchored not stored refs pending

Discrete Copula Diffusion

Anji Liu, Guy Van den Broeck, Mathias Niepert, Oliver Broadrick

arxiv:2410.01949 v2 · 2024-10-02 · 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{4KGTWBJGTI3ERLYPRIZON6CAAO}

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

Unified Energy for Invariant and Independent Decoding in Diffusion Language Models

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

Diffusion and Flow-based Copulas: Forgetting and Remembering Dependencies

Variational Autoencoding Discrete Diffusion with Enhanced Dimensional Correlations Modeling

Fast-dLLM: Training-free Acceleration of Diffusion LLM by Enabling KV Cache and Parallel Decoding

Receipt and verification

First computed	2026-07-05T10:34:10.695734Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e28d3b05269a3648af0f8a32e6f84003afc82fcd063bfac70ec5ccd87f7ebfb3

Aliases

arxiv: 2410.01949 · arxiv_version: 2410.01949v2 · doi: 10.48550/arxiv.2410.01949 · pith_short_12: 4KGTWBJGTI3E · pith_short_16: 4KGTWBJGTI3ERLYP · pith_short_8: 4KGTWBJG

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/4KGTWBJGTI3ERLYPRIZON6CAAO \
  | 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: e28d3b05269a3648af0f8a32e6f84003afc82fcd063bfac70ec5ccd87f7ebfb3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cea915438e1786130e0428d78c80ac30a871380dfbbfc0dca7d3cc6397a87c5e",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-02T18:51:38Z",
    "title_canon_sha256": "15f6644a06ff470a1ab93fb781891e114d72f908ff0d7b45081e4acbb8029b1d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.01949",
    "kind": "arxiv",
    "version": 2
  }
}