Pith Number

pith:QKMSKNWT

pith:2023:QKMSKNWTQH5TVZ2UD6UBUXDLVV

not attested not anchored not stored refs pending

GIT: Detecting Uncertainty, Out-Of-Distribution and Adversarial Samples using Gradients and Invariance Transformations

Alexandru P. Condurache, Julia Lust

arxiv:2307.02672 v1 · 2023-07-05 · cs.LG · 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{QKMSKNWTQH5TVZ2UD6UBUXDLVV}

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	2026-07-05T06:28:22.726452Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

82992536d381fb3ae7541fa81a5c6bad75ef56a8d39ca239bd8fb54b304230ea

Aliases

arxiv: 2307.02672 · arxiv_version: 2307.02672v1 · doi: 10.48550/arxiv.2307.02672 · pith_short_12: QKMSKNWTQH5T · pith_short_16: QKMSKNWTQH5TVZ2U · pith_short_8: QKMSKNWT

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/QKMSKNWTQH5TVZ2UD6UBUXDLVV \
  | 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: 82992536d381fb3ae7541fa81a5c6bad75ef56a8d39ca239bd8fb54b304230ea

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3893669010d9622adf05ffb3633ad7b06cc35a6fe8d9fc68d248740287f7fc90",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-07-05T22:04:38Z",
    "title_canon_sha256": "2dd431720ea2739bf41e2316cc2387cacf9a3791192e2e1cbf589366f0b7817f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.02672",
    "kind": "arxiv",
    "version": 1
  }
}