Pith Number

pith:NI2RQXOH

pith:2022:NI2RQXOHODGHDONCBPHK3VLIPN

not attested not anchored not stored refs pending

Nuisances via Negativa: Adjusting for Spurious Correlations via Data Augmentation

Aahlad Puli, He He, Nitish Joshi, Rajesh Ranganath, Yoav Wald

arxiv:2210.01302 v3 · 2022-10-04 · 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{NI2RQXOHODGHDONCBPHK3VLIPN}

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	2026-07-05T08:39:25.947861Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6a35185dc770cc71b9a20bceadd5687b551582c8c21d2c9f5cfd3246d8962a61

Aliases

arxiv: 2210.01302 · arxiv_version: 2210.01302v3 · doi: 10.48550/arxiv.2210.01302 · pith_short_12: NI2RQXOHODGH · pith_short_16: NI2RQXOHODGHDONC · pith_short_8: NI2RQXOH

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/NI2RQXOHODGHDONCBPHK3VLIPN \
  | 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: 6a35185dc770cc71b9a20bceadd5687b551582c8c21d2c9f5cfd3246d8962a61

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "380e7dcaf70412f7f7ef502346b3cafc894f95d3f1fd0430028ab5e326c0a801",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-04T01:40:31Z",
    "title_canon_sha256": "d21428a6a965549298bc6d6eda0a1989966efee58bc7ff493514d2b9a8e5a90b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.01302",
    "kind": "arxiv",
    "version": 3
  }
}