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Pith
Pith Number

pith:2MFTY6OD

pith:2024:2MFTY6ODGJ6Q6VEM52NDMWSXRO
not attested not anchored not stored refs pending

Learning from Offline Foundation Features with Tensor Augmentations

Christos Matsoukas, Emir Konuk, Kevin Smith, Moein Sorkhei, Phitchapha Lertsiravaramet

arxiv:2410.02527 v1 · 2024-10-03 · cs.CV

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\usepackage{pith}
\pithnumber{2MFTY6ODGJ6Q6VEM52NDMWSXRO}

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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 2026-07-05T09:15:22.312813Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

d30b3c79c3327d0f548cee9a365a578bbe86f6a3cb611b8a5c1dc7b985931380

Aliases

arxiv: 2410.02527 · arxiv_version: 2410.02527v1 · doi: 10.48550/arxiv.2410.02527 · pith_short_12: 2MFTY6ODGJ6Q · pith_short_16: 2MFTY6ODGJ6Q6VEM · pith_short_8: 2MFTY6OD
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/2MFTY6ODGJ6Q6VEM52NDMWSXRO \
  | 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: d30b3c79c3327d0f548cee9a365a578bbe86f6a3cb611b8a5c1dc7b985931380
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "05be8ee0226b29874c095b42327167b33eb779a28250d13a1b85415b896a67df",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-10-03T14:35:35Z",
    "title_canon_sha256": "8b18d3ed5c2abd61b32484705d58b22ebf0aa729c2707a153b7002554364e5ce"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.02527",
    "kind": "arxiv",
    "version": 1
  }
}