Pith Number

pith:RYDPIK2T

pith:2022:RYDPIK2TJJXFQTBSWW2STCK5HD

not attested not anchored not stored refs pending

Robust Models are less Over-Confident

Janis Keuper, Julia Grabinski, Margret Keuper, Paul Gavrikov

arxiv:2210.05938 v2 · 2022-10-12 · 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{RYDPIK2TJJXFQTBSWW2STCK5HD}

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

LiST: Lipschitz Scaling Training for Robust and Calibrated Neural Networks

Receipt and verification

First computed	2026-07-05T05:22:30.679157Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8e06f42b534a6e584c32b5b529895d38f2edd78ea7549e0f2a715b525ed46535

Aliases

arxiv: 2210.05938 · arxiv_version: 2210.05938v2 · doi: 10.48550/arxiv.2210.05938 · pith_short_12: RYDPIK2TJJXF · pith_short_16: RYDPIK2TJJXFQTBS · pith_short_8: RYDPIK2T

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/RYDPIK2TJJXFQTBSWW2STCK5HD \
  | 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: 8e06f42b534a6e584c32b5b529895d38f2edd78ea7549e0f2a715b525ed46535

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c159eca4e53f849f147d982881fb7484e679348761265515db09bdb6a1617b5b",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-10-12T06:14:55Z",
    "title_canon_sha256": "dd646ae48a33e14bbeb27da966eb00c59d9dec93a0f2fa0bd925864b78d54dfb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.05938",
    "kind": "arxiv",
    "version": 2
  }
}