Pith Number

pith:5RG5WHVY

pith:2024:5RG5WHVY23DZYQSCZPY2UVEZRT

not attested not anchored not stored refs pending

Training Neural Samplers with Reverse Diffusive KL Divergence

David Barber, Jiajun He, Jos\'e Miguel Hern\'andez-Lobato, Mingtian Zhang, Wenlin Chen

arxiv:2410.12456 v2 · 2024-10-16 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5RG5WHVY23DZYQSCZPY2UVEZRT}

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

3 papers in Pith

Data-Forcing Distillation: Restoring Diversity and Fidelity in Few-Step Video Generation

Energy-Weighted Flow Matching: Unlocking Continuous Normalizing Flows for Efficient and Scalable Boltzmann Sampling

On the Blessing of Pre-training in Weak-to-Strong Generalization

Receipt and verification

First computed	2026-07-05T10:23:24.300212Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ec4ddb1eb8d6c79c4242cbf1aa54998cefa1e198f3831aced670c0531c8725bf

Aliases

arxiv: 2410.12456 · arxiv_version: 2410.12456v2 · doi: 10.48550/arxiv.2410.12456 · pith_short_12: 5RG5WHVY23DZ · pith_short_16: 5RG5WHVY23DZYQSC · pith_short_8: 5RG5WHVY

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/5RG5WHVY23DZYQSCZPY2UVEZRT \
  | 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: ec4ddb1eb8d6c79c4242cbf1aa54998cefa1e198f3831aced670c0531c8725bf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "29dad6087d05bea3cc71878268b57723d75c28a590a580d69c64469dcc946577",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-16T11:08:02Z",
    "title_canon_sha256": "a7a7c6f8305d64623dfabe2ca4a136e3db02bc2de73a183d6e184b083ebe07c0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.12456",
    "kind": "arxiv",
    "version": 2
  }
}