Pith Number

pith:KM74LV64

pith:2024:KM74LV64PLKXIRRS5N7URC52LT

not attested not anchored not stored refs pending

Regulating Model Reliance on Non-Robust Features by Smoothing Input Marginal Density

Ajmal Mian, Mubarak Shah, Naveed Akhtar, Peiyu Yang

arxiv:2407.04370 v2 · 2024-07-05 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KM74LV64PLKXIRRS5N7URC52LT}

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	2026-07-05T08:41:46.892663Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

533fc5d7dc7ad5744632eb7f488bba5cd915e5c48f70c0bfb6d08236dbfa4025

Aliases

arxiv: 2407.04370 · arxiv_version: 2407.04370v2 · doi: 10.48550/arxiv.2407.04370 · pith_short_12: KM74LV64PLKX · pith_short_16: KM74LV64PLKXIRRS · pith_short_8: KM74LV64

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/KM74LV64PLKXIRRS5N7URC52LT \
  | 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: 533fc5d7dc7ad5744632eb7f488bba5cd915e5c48f70c0bfb6d08236dbfa4025

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9df78ad9a857a36064f3a4c86f25675568ce629b0c2f65029a87e5e911a31b4a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-05T09:16:56Z",
    "title_canon_sha256": "f4112817bf4ba831c6cb01711cd6cbfed83e126a5ff77932c67eb83249f7bd2d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.04370",
    "kind": "arxiv",
    "version": 2
  }
}