Pith Number

pith:RSUKGDII

pith:2024:RSUKGDIIDNUK4MI5IEMGP626DO

not attested not anchored not stored refs pending

Adversarial Training in Low-Label Regimes with Margin-Based Interpolation

Rajgopal Kannan, Tian Ye, Viktor Prasanna

arxiv:2411.17959 v1 · 2024-11-27 · cs.LG · 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{RSUKGDIIDNUK4MI5IEMGP626DO}

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	2026-07-05T09:41:09.471601Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8ca8a30d081b68ae311d411867fb5e1ba277b522ecc3ae976bd0b9d9495d11fa

Aliases

arxiv: 2411.17959 · arxiv_version: 2411.17959v1 · doi: 10.48550/arxiv.2411.17959 · pith_short_12: RSUKGDIIDNUK · pith_short_16: RSUKGDIIDNUK4MI5 · pith_short_8: RSUKGDII

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/RSUKGDIIDNUK4MI5IEMGP626DO \
  | 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: 8ca8a30d081b68ae311d411867fb5e1ba277b522ecc3ae976bd0b9d9495d11fa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f0e52c9331c82c72d5f8b68d0b8527f3f6c11df606ebe5bca54ab91a831e42bb",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-27T00:35:13Z",
    "title_canon_sha256": "5db362eb3535bf19b55707c9282452b80fd698b94361e0fe85a6b337ebb6bfb1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.17959",
    "kind": "arxiv",
    "version": 1
  }
}