Pith Number

pith:YZQUWRWJ

pith:2022:YZQUWRWJ7PSUR7NJS6543CON3H

not attested not anchored not stored refs pending

On the Adversarial Robustness of Mixture of Experts

Carlos Riquelme, Joan Puigcerver, Pranjal Awasthi, Rodolphe Jenatton, Srinadh Bhojanapalli

arxiv:2210.10253 v1 · 2022-10-19 · cs.LG · cs.AI · cs.CR · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YZQUWRWJ7PSUR7NJS6543CON3H}

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

Robust Experts: the Effect of Adversarial Training on CNNs with Sparse Mixture-of-Experts Layers

Receipt and verification

First computed	2026-07-05T05:08:07.853111Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c6614b46c9fbe548fda997bbcd89cdd9f8347b227145d3cf88fd3b16e5005bfc

Aliases

arxiv: 2210.10253 · arxiv_version: 2210.10253v1 · doi: 10.48550/arxiv.2210.10253 · pith_short_12: YZQUWRWJ7PSU · pith_short_16: YZQUWRWJ7PSUR7NJ · pith_short_8: YZQUWRWJ

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/YZQUWRWJ7PSUR7NJS6543CON3H \
  | 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: c6614b46c9fbe548fda997bbcd89cdd9f8347b227145d3cf88fd3b16e5005bfc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4e27c10e82ba3373b443b88dc842a804ee9801798752b0251023543c89ba25c4",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-19T02:24:57Z",
    "title_canon_sha256": "9dfc78e372cb76144b3310765af9c5eb343c879a2e2903a8d2814fefc1a0f6b9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.10253",
    "kind": "arxiv",
    "version": 1
  }
}