Pith Number

pith:TCSTBGEA

pith:2024:TCSTBGEATDEO5KDFAUENOEMX7P

not attested not anchored not stored refs pending

Criticality Leveraged Adversarial Training (CLAT) for Boosted Performance via Parameter Efficiency

Bhavna Gopal, Huanrui Yang, Jingyang Zhang, Mark Horton, Yiran Chen

arxiv:2408.10204 v3 · 2024-08-19 · cs.LG · 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{TCSTBGEATDEO5KDFAUENOEMX7P}

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	2026-07-05T09:53:28.556489Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

98a530988098c8eea8650508d71197fbeacd9a35b84bead4f14c37901d151ecb

Aliases

arxiv: 2408.10204 · arxiv_version: 2408.10204v3 · doi: 10.48550/arxiv.2408.10204 · pith_short_12: TCSTBGEATDEO · pith_short_16: TCSTBGEATDEO5KDF · pith_short_8: TCSTBGEA

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/TCSTBGEATDEO5KDFAUENOEMX7P \
  | 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: 98a530988098c8eea8650508d71197fbeacd9a35b84bead4f14c37901d151ecb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7f35ed35be967bd13fede7ccc8d0bf8ead79ee7f0898d5ff1664494c5919aac1",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-08-19T17:58:03Z",
    "title_canon_sha256": "25414fd22289307ca795d95da3cf63bbd15aaa4d714bd36a2920876a04efeadf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.10204",
    "kind": "arxiv",
    "version": 3
  }
}