Pith Number

pith:PCZFOLY5

pith:2022:PCZFOLY5XYGVRPD2K2N5VXM65X

not attested not anchored not stored refs pending

Adversarial robustness of VAEs through the lens of local geometry

Amos Storkey, Asif Khan

arxiv:2208.03923 v3 · 2022-08-08 · cs.LG · cs.AI · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PCZFOLY5XYGVRPD2K2N5VXM65X}

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

1 paper in Pith

Geometric flow regularization in latent spaces for smooth dynamics with the efficient variations of curvature

Receipt and verification

First computed	2026-07-05T09:26:54.394154Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

78b2572f1dbe0d58bc7a569bdadd9eedc25bd91d9acf3edff8f520d82232d32d

Aliases

arxiv: 2208.03923 · arxiv_version: 2208.03923v3 · doi: 10.48550/arxiv.2208.03923 · pith_short_12: PCZFOLY5XYGV · pith_short_16: PCZFOLY5XYGVRPD2 · pith_short_8: PCZFOLY5

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/PCZFOLY5XYGVRPD2K2N5VXM65X \
  | 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: 78b2572f1dbe0d58bc7a569bdadd9eedc25bd91d9acf3edff8f520d82232d32d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "136e3029f73cc6e29e56d63b00e9629b72d98f196af6022922dbaadd667a3647",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-08-08T05:53:57Z",
    "title_canon_sha256": "2b31b730a0f2a6dae63788d3b7332e4b2baeea4d0826b3eef0e6fd448a268ec0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2208.03923",
    "kind": "arxiv",
    "version": 3
  }
}