Pith Number

pith:EOHNMWLZ

pith:2024:EOHNMWLZJOFZ2WIHCN4DQP4K42

not attested not anchored not stored refs pending

AdvNF: Reducing Mode Collapse in Conditional Normalising Flows using Adversarial Learning

Mathias S. Scheurer, Vikas Kanaujia, Vipul Arora

arxiv:2401.15948 v2 · 2024-01-29 · cs.LG · cond-mat.stat-mech · physics.comp-ph

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EOHNMWLZJOFZ2WIHCN4DQP4K42}

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	2026-07-05T08:24:00.275564Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

238ed659794b8b9d59071378383f8ae6ad1b41154c3c32c54e4d1ec7d2f6e917

Aliases

arxiv: 2401.15948 · arxiv_version: 2401.15948v2 · doi: 10.48550/arxiv.2401.15948 · pith_short_12: EOHNMWLZJOFZ · pith_short_16: EOHNMWLZJOFZ2WIH · pith_short_8: EOHNMWLZ

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/EOHNMWLZJOFZ2WIHCN4DQP4K42 \
  | 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: 238ed659794b8b9d59071378383f8ae6ad1b41154c3c32c54e4d1ec7d2f6e917

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "710aa318ddc61145326f9ae455ffeb4d5e7cba8896268e529618e17c5bcbe692",
    "cross_cats_sorted": [
      "cond-mat.stat-mech",
      "physics.comp-ph"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-01-29T08:13:51Z",
    "title_canon_sha256": "e5ede11760abdd77266ddbc50f9b9f68c5c0e7c66736dd4462ed9c1f9684e13d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.15948",
    "kind": "arxiv",
    "version": 2
  }
}