Pith Number

pith:OQA5JWQE

pith:2021:OQA5JWQE62DAL6GFMC2PD6TO2E

not attested not anchored not stored refs pending

Bayesian Learning via Neural Schr\"odinger-F\"ollmer Flows

Andrius Ovsianas, David Fernandes, Francisco Vargas, Mark Girolami, Neil D. Lawrence, Nikolas N\"usken

arxiv:2111.10510 v9 · 2021-11-20 · stat.ML · 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{OQA5JWQE62DAL6GFMC2PD6TO2E}

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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

1 paper in Pith

Annealed Langevin Monte Carlo for Flow ODE Sampling

Receipt and verification

First computed	2026-07-05T05:10:35.393871Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7401d4da04f68605f8c560b4f1fa6ed132fe35501dc582f9e77d7b73049bf7c0

Aliases

arxiv: 2111.10510 · arxiv_version: 2111.10510v9 · doi: 10.48550/arxiv.2111.10510 · pith_short_12: OQA5JWQE62DA · pith_short_16: OQA5JWQE62DAL6GF · pith_short_8: OQA5JWQE

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/OQA5JWQE62DAL6GFMC2PD6TO2E \
  | 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: 7401d4da04f68605f8c560b4f1fa6ed132fe35501dc582f9e77d7b73049bf7c0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "39de0860fa6019d47ed76a293b8854778b9d88f6069e0fa23132e69fc3fded11",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2021-11-20T03:51:18Z",
    "title_canon_sha256": "9a6db02716691d3ede2d260924f1ba24f51df7c2daa3bbfe92e4d32a05d6cf73"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2111.10510",
    "kind": "arxiv",
    "version": 9
  }
}