Pith Number

pith:DVBRIQDS

pith:2024:DVBRIQDS6CIMDEGMT3SQ4PGUTY

not attested not anchored not stored refs pending

Bellman Diffusion: Generative Modeling as Learning a Linear Operator in the Distribution Space

Carola-Bibiane Sch\"onlieb, Chieh-Hsin Lai, Stefano Ermon, Yangming Li, Yuki Mitsufuji

arxiv:2410.01796 v1 · 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{DVBRIQDS6CIMDEGMT3SQ4PGUTY}

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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

Dual-Flow Reinforcement Learning with State-Aware Exploration

Path-Coupled Bellman Flows for Distributional Reinforcement Learning

Receipt and verification

First computed	2026-07-05T09:14:52.083814Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1d43144072f090c190cc9ee50e3cd49e23821e8043c295eebcdbf36cf44c9606

Aliases

arxiv: 2410.01796 · arxiv_version: 2410.01796v1 · doi: 10.48550/arxiv.2410.01796 · pith_short_12: DVBRIQDS6CIM · pith_short_16: DVBRIQDS6CIMDEGM · pith_short_8: DVBRIQDS

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/DVBRIQDS6CIMDEGMT3SQ4PGUTY \
  | 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: 1d43144072f090c190cc9ee50e3cd49e23821e8043c295eebcdbf36cf44c9606

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "51490e1196630f584707fd543319d19462b0bca125b27efcf2032e486a05bcfe",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-02T17:53:23Z",
    "title_canon_sha256": "82ace7301652c931ceca4fb612e59ce324b5703ee1daa034ae740664ab214478"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.01796",
    "kind": "arxiv",
    "version": 1
  }
}