Pith Number

pith:SRFX7IQN

pith:2023:SRFX7IQNVJB56ERSZ73DB7MDYD

not attested not anchored not stored refs pending

On the Foundations of Shortcut Learning

Hossein Mobahi, Katherine L. Hermann, Michael C. Mozer, Thomas Fel

arxiv:2310.16228 v2 · 2023-10-24 · 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{SRFX7IQNVJB56ERSZ73DB7MDYD}

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.

Cited by

3 papers in Pith

Mitigating Batch Effects in Histopathology via Language-Mediated Robust Embedding Generation

Continual Learning of Domain-Invariant Representations

Spurious Correlation Learning in Preference Optimization: Mechanisms, Consequences, and Mitigation via Tie Training

Receipt and verification

First computed	2026-07-05T08:42:53.206954Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

944b7fa20daa43df1232cff630fd83c0f157a088c0f1d0ad1bcef529f3233c32

Aliases

arxiv: 2310.16228 · arxiv_version: 2310.16228v2 · doi: 10.48550/arxiv.2310.16228 · pith_short_12: SRFX7IQNVJB5 · pith_short_16: SRFX7IQNVJB56ERS · pith_short_8: SRFX7IQN

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/SRFX7IQNVJB56ERSZ73DB7MDYD \
  | 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: 944b7fa20daa43df1232cff630fd83c0f157a088c0f1d0ad1bcef529f3233c32

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9c550a606ddcb1e8dcf77f20281ad22e4ccc031a60ddd45bc2806adcd1a5dede",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-24T22:54:05Z",
    "title_canon_sha256": "98df4f6ac8b28d921d50f1a75e3d630dc58760b6c14bf553941d7bfa25e68c46"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.16228",
    "kind": "arxiv",
    "version": 2
  }
}