Pith Number

pith:R7P536PQ

pith:2024:R7P536PQXU42ZQWDINW6VRSUQ5

not attested not anchored not stored refs pending

Ensemble everything everywhere: Multi-scale aggregation for adversarial robustness

Balaji Lakshminarayanan, Stanislav Fort

arxiv:2408.05446 v1 · 2024-08-08 · cs.CV · 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{R7P536PQXU42ZQWDINW6VRSUQ5}

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

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Receipt and verification

First computed	2026-07-05T08:54:20.358756Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8fdfddf9f0bd39acc2c3436deac6548779a27fc44eb7712fb2b3c24d8a470c96

Aliases

arxiv: 2408.05446 · arxiv_version: 2408.05446v1 · doi: 10.48550/arxiv.2408.05446 · pith_short_12: R7P536PQXU42 · pith_short_16: R7P536PQXU42ZQWD · pith_short_8: R7P536PQ

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/R7P536PQXU42ZQWDINW6VRSUQ5 \
  | 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: 8fdfddf9f0bd39acc2c3436deac6548779a27fc44eb7712fb2b3c24d8a470c96

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d410a47cd08ff7ea263e0ae980f36d743da90df9125872bbd8e0f7b6c2a2b321",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-08-08T14:21:16Z",
    "title_canon_sha256": "59b999a1f037cfcbfe0aba40afe0305e8d4e43fe882d366c16a4b4744a7a63a0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.05446",
    "kind": "arxiv",
    "version": 1
  }
}