Pith. sign in
Pith Number

pith:2L44SXHP

pith:2021:2L44SXHPXHY7LFPINXCVYWS5AV
not attested not anchored not stored refs pending

Deceive D: Adaptive Pseudo Augmentation for GAN Training with Limited Data

Bo Dai, Chen Change Loy, Liming Jiang, Wayne Wu

arxiv:2111.06849 v1 · 2021-11-12 · cs.CV · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{2L44SXHPXHY7LFPINXCVYWS5AV}

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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 2026-07-05T03:31:18.629104Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

d2f9c95cefb9f1f595e86dc55c5a5d05703b58738c2a996d87079808b2381137

Aliases

arxiv: 2111.06849 · arxiv_version: 2111.06849v1 · doi: 10.48550/arxiv.2111.06849 · pith_short_12: 2L44SXHPXHY7 · pith_short_16: 2L44SXHPXHY7LFPI · pith_short_8: 2L44SXHP
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/2L44SXHPXHY7LFPINXCVYWS5AV \
  | 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: d2f9c95cefb9f1f595e86dc55c5a5d05703b58738c2a996d87079808b2381137
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "ab3dadad9a55a577c04555c8c3ade152d6e3d25cf4568659f91197d091206b05",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2021-11-12T18:13:45Z",
    "title_canon_sha256": "b1f9a66b2ce05a8b35daa42699921a70f02477fd435d4a5eade305cadf539233"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2111.06849",
    "kind": "arxiv",
    "version": 1
  }
}