Pith Number

pith:RB6CXLUA

pith:2020:RB6CXLUAKLXHU6TQBGIJM4DLK4

not attested not anchored not stored refs pending

Towards Defending Multiple $\ell_p$-norm Bounded Adversarial Perturbations via Gated Batch Normalization

Aishan Liu, Dacheng Tao, Haotong Qin, Lei Huang, Shiyu Tang, Xianglong Liu, Xinyun Chen

arxiv:2012.01654 v2 · 2020-12-03 · cs.CV

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\usepackage{pith}
\pithnumber{RB6CXLUAKLXHU6TQBGIJM4DLK4}

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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

Towards Generalized Certified Robustness with Multi-Norm Training

Receipt and verification

First computed	2026-07-05T06:40:07.728532Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

887c2bae8052ee7a7a70099096706b5725cd8ae6db06ae27d75c7a5dd16677f3

Aliases

arxiv: 2012.01654 · arxiv_version: 2012.01654v2 · doi: 10.48550/arxiv.2012.01654 · pith_short_12: RB6CXLUAKLXH · pith_short_16: RB6CXLUAKLXHU6TQ · pith_short_8: RB6CXLUA

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/RB6CXLUAKLXHU6TQBGIJM4DLK4 \
  | 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: 887c2bae8052ee7a7a70099096706b5725cd8ae6db06ae27d75c7a5dd16677f3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9ff732064568ddd54caabbc6061892fb0ddd7972ca4ed06a06d281c7577f7e55",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2020-12-03T02:26:01Z",
    "title_canon_sha256": "92db0f365f0ca3bfe62cdc8ebdb4e9ef2f15b81f02a543ed3c45309d822dcbcc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2012.01654",
    "kind": "arxiv",
    "version": 2
  }
}