Pith Number

pith:XQBE743E

pith:2025:XQBE743EPPGVJFHH45IXLVH7SM

not attested not anchored not stored refs pending

D2R: dual regularization loss with collaborative adversarial generation for model robustness

Huizhi Liang, Rajiv Ranjan, Vaclav Snasel, Varun Ojha, Zhanxing Zhu, Zhenyu Liu

arxiv:2506.07056 v1 · 2025-06-08 · cs.CV · cs.CR · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XQBE743EPPGVJFHH45IXLVH7SM}

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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

AdaGAT: Adaptive Guidance Adversarial Training for the Robustness of Deep Neural Networks

Receipt and verification

First computed	2026-07-05T11:18:00.541019Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bc024ff3647bcd5494e7e75175d4ff93341be9bedef43632a0b03a2de9f52a68

Aliases

arxiv: 2506.07056 · arxiv_version: 2506.07056v1 · doi: 10.48550/arxiv.2506.07056 · pith_short_12: XQBE743EPPGV · pith_short_16: XQBE743EPPGVJFHH · pith_short_8: XQBE743E

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/XQBE743EPPGVJFHH45IXLVH7SM \
  | 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: bc024ff3647bcd5494e7e75175d4ff93341be9bedef43632a0b03a2de9f52a68

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "944fd71fbd80008af570352f731a59273e283b19ba2253187fb16630b3e375c4",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-06-08T09:39:54Z",
    "title_canon_sha256": "4ddf5aa1a46de0955f4da4844b457e5a9cde1f422def42bb832cc0b7ead8f4db"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.07056",
    "kind": "arxiv",
    "version": 1
  }
}