Pith. sign in
Pith Number

pith:ZEH3WJNA

pith:2021:ZEH3WJNA6EOBFVIHFGHNK4US5X
not attested not anchored not stored refs pending

Designing Counterfactual Generators using Deep Model Inversion

Akshay Chaudhari, Andreas Spanias, Deepta Rajan, Jason Liang, Jayaraman J. Thiagarajan, Vivek Narayanaswamy

arxiv:2109.14274 v2 · 2021-09-29 · cs.LG · cs.CV

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{ZEH3WJNA6EOBFVIHFGHNK4US5X}

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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 2026-07-05T03:20:15.846615Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

c90fbb25a0f11c12d507298ed57292edd0a3554bb507fb419a24120acc3608cf

Aliases

arxiv: 2109.14274 · arxiv_version: 2109.14274v2 · doi: 10.48550/arxiv.2109.14274 · pith_short_12: ZEH3WJNA6EOB · pith_short_16: ZEH3WJNA6EOBFVIH · pith_short_8: ZEH3WJNA
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/ZEH3WJNA6EOBFVIHFGHNK4US5X \
  | 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: c90fbb25a0f11c12d507298ed57292edd0a3554bb507fb419a24120acc3608cf
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "9a5652b2fe9d1ce8dd01e4d7901b8763e4ae080c06c83a6cea567ff0e9d3c8e4",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-09-29T08:40:50Z",
    "title_canon_sha256": "210d8cca65da8075c43b3013713a24859652309e1272a6d5947814990f20d9e8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2109.14274",
    "kind": "arxiv",
    "version": 2
  }
}