Pith Number

pith:HDF3KBDV

pith:2023:HDF3KBDVSZKXGPULBCPRRX7HU7

not attested not anchored not stored refs pending

Promoting Generalization for Exact Solvers via Adversarial Instance Augmentation

Feng Wu, Haoyang Liu, Jie Wang, Xijun Li, Yongdong Zhang, Yufei Kuang

arxiv:2310.14161 v2 · 2023-10-22 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HDF3KBDVSZKXGPULBCPRRX7HU7}

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	2026-05-29T01:04:49.772399Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

38cbb504759655733e8b089f18dfe7a7fa761be1ec879a8166559d1d4735805f

Aliases

arxiv: 2310.14161 · arxiv_version: 2310.14161v2 · doi: 10.48550/arxiv.2310.14161 · pith_short_12: HDF3KBDVSZKX · pith_short_16: HDF3KBDVSZKXGPUL · pith_short_8: HDF3KBDV

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/HDF3KBDVSZKXGPULBCPRRX7HU7 \
  | 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: 38cbb504759655733e8b089f18dfe7a7fa761be1ec879a8166559d1d4735805f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "95c2319716c7bdb507641ee00b022864d74b74051edc142aaf1c680015de1586",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-22T03:15:36Z",
    "title_canon_sha256": "486f396a865133ab9f5ba4b0265b1b61d09716c9e0dd7fc677f3452c63b1c095"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.14161",
    "kind": "arxiv",
    "version": 2
  }
}