Pith Number

pith:DEYOWWB3

pith:2020:DEYOWWB3XSLNNPG7W4K2NL4NHP

not attested not anchored not stored refs pending

Log-Likelihood Ratio Minimizing Flows: Towards Robust and Quantifiable Neural Distribution Alignment

Avneesh Sud, Ben Usman, Kate Saenko, Nick Dufour

arxiv:2003.12170 v2 · 2020-03-26 · 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{DEYOWWB3XSLNNPG7W4K2NL4NHP}

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.

Receipt and verification

First computed	2026-07-05T01:46:00.694023Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1930eb583bbc96d6bcdfb715a6af8d3bef86bbbc5f2098db2ce774281c08c0be

Aliases

arxiv: 2003.12170 · arxiv_version: 2003.12170v2 · doi: 10.48550/arxiv.2003.12170 · pith_short_12: DEYOWWB3XSLN · pith_short_16: DEYOWWB3XSLNNPG7 · pith_short_8: DEYOWWB3

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/DEYOWWB3XSLNNPG7W4K2NL4NHP \
  | 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: 1930eb583bbc96d6bcdfb715a6af8d3bef86bbbc5f2098db2ce774281c08c0be

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d109d42b44c1adb9db2dec4f2aaa4ad2e0ad3628f29dbbcb0b9e9e3405717698",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-03-26T22:10:04Z",
    "title_canon_sha256": "1c612ad3ad225a77dee88eb20cdab48d5b1c9171b58e88749343957e535f70c6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2003.12170",
    "kind": "arxiv",
    "version": 2
  }
}