Pith Number

pith:XAMV74YQ

pith:2022:XAMV74YQW7PFH5XE5YDIFTI4OG

not attested not anchored not stored refs pending

Are Vision Transformers Robust to Spurious Correlations?

Soumya Suvra Ghosal, Yifei Ming, Yixuan Li

arxiv:2203.09125 v1 · 2022-03-17 · cs.CV · cs.AI · 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{XAMV74YQW7PFH5XE5YDIFTI4OG}

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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.

Cited by

2 papers in Pith

The Pragmatic Frames of Spurious Correlations in Machine Learning: Interpreting How and Why They Matter

Deep Attention Reweighting: Post-Hoc Attention-Based Feature Aggregation in CNNs for Disentangling Core and Spurious Features under Spurious Correlations

Receipt and verification

First computed	2026-07-05T04:06:07.727286Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b8195ff310b7de53f6e4ee0682cd1c71826cb59284e7db49428a5b57efba5c48

Aliases

arxiv: 2203.09125 · arxiv_version: 2203.09125v1 · doi: 10.48550/arxiv.2203.09125 · pith_short_12: XAMV74YQW7PF · pith_short_16: XAMV74YQW7PFH5XE · pith_short_8: XAMV74YQ

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/XAMV74YQW7PFH5XE5YDIFTI4OG \
  | 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: b8195ff310b7de53f6e4ee0682cd1c71826cb59284e7db49428a5b57efba5c48

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "76704b61f9c65f9b3989781ca9e19351ff00773b171dcc8d045e6f481e95078a",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-03-17T07:03:37Z",
    "title_canon_sha256": "5dda4e7c39c6a8a1a14b9c041447ea9e4b06d5acc5f41d0cd640598841a4ef75"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.09125",
    "kind": "arxiv",
    "version": 1
  }
}