Pith. sign in
Pith Number

pith:A2HTKZHV

pith:2022:A2HTKZHVFAXAAD3IXZXOZUT6VD
not attested not anchored not stored refs pending

Adversarial Auto-Augment with Label Preservation: A Representation Learning Principle Guided Approach

Dacheng Tao, Fengxiang He, Furong Huang, Jiahao Su, Kaiwen Yang, Tianyi Zhou, Xinmei Tian, Yanchao Sun

arxiv:2211.00824 v1 · 2022-11-02 · cs.LG · cs.CV

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\usepackage{pith}
\pithnumber{A2HTKZHVFAXAAD3IXZXOZUT6VD}

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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 2026-07-05T05:12:35.326013Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

068f3564f5282e000f68be6eecd27ea8fc8009687b9a594603a1250de1947f84

Aliases

arxiv: 2211.00824 · arxiv_version: 2211.00824v1 · doi: 10.48550/arxiv.2211.00824 · pith_short_12: A2HTKZHVFAXA · pith_short_16: A2HTKZHVFAXAAD3I · pith_short_8: A2HTKZHV
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/A2HTKZHVFAXAAD3IXZXOZUT6VD \
  | 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: 068f3564f5282e000f68be6eecd27ea8fc8009687b9a594603a1250de1947f84
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "b8f2a2c64bbf041a68328ced784cfa1fa6d0a2355173d733ff03fc219755dad1",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-11-02T02:02:51Z",
    "title_canon_sha256": "35959fc9eece4f67d02085d582f7860326038dfc0029d06d85a9378fb1a117f3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.00824",
    "kind": "arxiv",
    "version": 1
  }
}