Pith Number

pith:IMSUZZWR

pith:2024:IMSUZZWRISR77ZQ2PK6RL6ZWYQ

not attested not anchored not stored refs pending

Rethinking Invariance Regularization in Adversarial Training to Improve Robustness-Accuracy Trade-off

Ching-Chun Chang, Futa Waseda, Isao Echizen

arxiv:2402.14648 v4 · 2024-02-22 · 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{IMSUZZWRISR77ZQ2PK6RL6ZWYQ}

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	2026-07-05T12:00:42.651294Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

43254ce6d144a3ffe61a7abd15fb36c401f5d2aa8920eeba3396c4a2da60c38c

Aliases

arxiv: 2402.14648 · arxiv_version: 2402.14648v4 · doi: 10.48550/arxiv.2402.14648 · pith_short_12: IMSUZZWRISR7 · pith_short_16: IMSUZZWRISR77ZQ2 · pith_short_8: IMSUZZWR

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/IMSUZZWRISR77ZQ2PK6RL6ZWYQ \
  | 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: 43254ce6d144a3ffe61a7abd15fb36c401f5d2aa8920eeba3396c4a2da60c38c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "512381e19ec7c3f4a6b77a04ecb4681fb33976bec8e59feaf7169a402ce273e1",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-22T15:53:46Z",
    "title_canon_sha256": "3424b4ecfc55be920e1cf75fe8fa9b2a14934af7da0bc183f5a54139ff59ef16"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.14648",
    "kind": "arxiv",
    "version": 4
  }
}