Pith. sign in
Pith Number

pith:76XKCYQR

pith:2023:76XKCYQRIYGM2TCWU5PBAVMXOX
not attested not anchored not stored refs pending

PIAT: Parameter Interpolation based Adversarial Training for Image Classification

Hui Xue, John E. Hopcroft, Kun He, Weigao Wen, Xin Liu, Yichen Yang, Zhou Qin

arxiv:2303.13955 v1 · 2023-03-24 · cs.CV

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{76XKCYQRIYGM2TCWU5PBAVMXOX}

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 2026-07-05T05:54:22.048361Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

ffaea16211460ccd4c56a75e10559775fb54caa5cd95884d0ad72026670fcef7

Aliases

arxiv: 2303.13955 · arxiv_version: 2303.13955v1 · doi: 10.48550/arxiv.2303.13955 · pith_short_12: 76XKCYQRIYGM · pith_short_16: 76XKCYQRIYGM2TCW · pith_short_8: 76XKCYQR
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/76XKCYQRIYGM2TCWU5PBAVMXOX \
  | 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: ffaea16211460ccd4c56a75e10559775fb54caa5cd95884d0ad72026670fcef7
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "0d35032d7700ce9ed73c12612910191f7de063851467a065e39fd193488c9c24",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-03-24T12:22:34Z",
    "title_canon_sha256": "763cf5b0c9709c138fc49b84e53e8b5dd34c2a3de38531877c5791c5a62cbbac"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.13955",
    "kind": "arxiv",
    "version": 1
  }
}